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Maryellen L. Giger - Publications

Affiliations: 
Medical Physics University of Chicago, Chicago, IL 
Area:
Radiation Physics, Radiology
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338 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Whitney HM, Yoeli-Bik R, Abramowicz JS, Lan L, Li H, Longman RE, Lengyel E, Giger ML. AI-based automated segmentation for ovarian/adnexal masses and their internal components on ultrasound imaging. Journal of Medical Imaging (Bellingham, Wash.). 11: 044505. PMID 39114540 DOI: 10.1117/1.JMI.11.4.044505  0.63
2024 Douglas L, Fuhrman J, Hu Q, Edwards A, Sheth D, Abe H, Giger M. Computerized assessment of background parenchymal enhancement on breast dynamic contrast-enhanced-MRI including electronic lesion removal. Journal of Medical Imaging (Bellingham, Wash.). 11: 034501. PMID 38737493 DOI: 10.1117/1.JMI.11.3.034501  0.801
2024 Drukker K, Sahiner B, Hu T, Kim GH, Whitney HM, Baughan N, Myers KJ, Giger ML, McNitt-Gray M. MIDRC-MetricTree: a decision tree-based tool for recommending performance metrics in artificial intelligence-assisted medical image analysis. Journal of Medical Imaging (Bellingham, Wash.). 11: 024504. PMID 38576536 DOI: 10.1117/1.JMI.11.2.024504  0.8
2024 Baughan N, Douglas L, Giger ML. Past, Present, and Future of Machine Learning and Artificial Intelligence for Breast Cancer Screening. Journal of Breast Imaging. 4: 451-459. PMID 38416954 DOI: 10.1093/jbi/wbac052  0.796
2023 Shenouda M, Flerlage I, Kaveti A, Giger ML, Armato SG. Assessment of a deep learning model for COVID-19 classification on chest radiographs: a comparison across image acquisition techniques and clinical factors. Journal of Medical Imaging (Bellingham, Wash.). 10: 064504. PMID 38162317 DOI: 10.1117/1.JMI.10.6.064504  0.547
2023 Baughan N, Whitney HM, Drukker K, Sahiner B, Hu T, Kim GH, McNitt-Gray M, Myers KJ, Giger ML. Sequestration of imaging studies in MIDRC: stratified sampling to balance demographic characteristics of patients in a multi-institutional data commons. Journal of Medical Imaging (Bellingham, Wash.). 10: 064501. PMID 38074627 DOI: 10.1117/1.JMI.10.6.064501  0.801
2023 Douglas L, Bhattacharjee R, Fuhrman J, Drukker K, Hu Q, Edwards A, Sheth D, Giger M. U-Net breast lesion segmentations for breast dynamic contrast-enhanced magnetic resonance imaging. Journal of Medical Imaging (Bellingham, Wash.). 10: 064502. PMID 37990686 DOI: 10.1117/1.JMI.10.6.064502  0.814
2023 Li H, Drukker K, Hu Q, Whitney HM, Fuhrman JD, Giger ML. Predicting intensive care need for COVID-19 patients using deep learning on chest radiography. Journal of Medical Imaging (Bellingham, Wash.). 10: 044504. PMID 37608852 DOI: 10.1117/1.JMI.10.4.044504  0.716
2023 Whitney HM, Drukker K, Vieceli M, Van Dusen A, de Oliveira M, Abe H, Giger ML. Role of sureness in evaluating AI/CADx: Lesion-based repeatability of machine learning classification performance on breast MRI. Medical Physics. PMID 37602841 DOI: 10.1002/mp.16673  0.668
2023 Chen W, Sá RC, Bai Y, Napel S, Gevaert O, Lauderdale DS, Giger ML. Machine learning with multimodal data for COVID-19. Heliyon. 9: e17934. PMID 37483733 DOI: 10.1016/j.heliyon.2023.e17934  0.432
2023 Whitney HM, Baughan N, Myers KJ, Drukker K, Gichoya J, Bower B, Chen W, Gruszauskas N, Kalpathy-Cramer J, Koyejo S, Sá RC, Sahiner B, Zhang Z, Giger ML. Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons. Journal of Medical Imaging (Bellingham, Wash.). 10: 61105. PMID 37469387 DOI: 10.1117/1.JMI.10.6.061105  0.786
2023 Baughan N, Li H, Lan L, Embury M, Yim I, Whitman GJ, El-Zein R, Bedrosian I, Giger ML. Radiomic and deep learning characterization of breast parenchyma on full field digital mammograms and specimen radiographs: a pilot study of a potential cancer field effect. Journal of Medical Imaging (Bellingham, Wash.). 10: 044501. PMID 37426053 DOI: 10.1117/1.JMI.10.4.044501  0.801
2023 Drukker K, Chen W, Gichoya J, Gruszauskas N, Kalpathy-Cramer J, Koyejo S, Myers K, Sá RC, Sahiner B, Whitney H, Zhang Z, Giger M. Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment. Journal of Medical Imaging (Bellingham, Wash.). 10: 061104. PMID 37125409 DOI: 10.1117/1.JMI.10.6.061104  0.704
2023 Li H, Robinson K, Lan L, Baughan N, Chan CW, Embury M, Whitman GJ, El-Zein R, Bedrosian I, Giger ML. Temporal Machine Learning Analysis of Prior Mammograms for Breast Cancer Risk Prediction. Cancers. 15. PMID 37046802 DOI: 10.3390/cancers15072141  0.823
2023 Gorre N, Carranza E, Fuhrman J, Li H, Madduri RK, Giger ML, El Naqa I. MIDRC CRP10 AI interface - an integrated tool for exploring, testing and visualization of AI models. Physics in Medicine and Biology. PMID 36716497 DOI: 10.1088/1361-6560/acb754  0.554
2023 Fuhrman J, Yip R, Zhu Y, Jirapatnakul AC, Li F, Henschke CI, Yankelevitz DF, Giger ML. Evaluation of emphysema on thoracic low-dose CTs through attention-based multiple instance deep learning. Scientific Reports. 13: 1187. PMID 36681685 DOI: 10.1038/s41598-023-27549-9  0.585
2023 Ji Y, Whitney HM, Li H, Liu P, Giger ML, Zhang X. Differences in Molecular Subtype Reference Standards Impact AI-based Breast Cancer Classification with Dynamic Contrast-enhanced MRI. Radiology. 220984. PMID 36594836 DOI: 10.1148/radiol.220984  0.624
2022 Li H, Whitney HM, Ji Y, Edwards A, Papaioannou J, Liu P, Giger ML. Impact of continuous learning on diagnostic breast MRI AI: evaluation on an independent clinical dataset. Journal of Medical Imaging (Bellingham, Wash.). 9: 034502. PMID 35685120 DOI: 10.1117/1.JMI.9.3.034502  0.652
2022 Whitney HM, Drukker K, Giger ML. Performance metric curve analysis framework to assess impact of the decision variable threshold, disease prevalence, and dataset variability in two-class classification. Journal of Medical Imaging (Bellingham, Wash.). 9: 035502. PMID 35656541 DOI: 10.1117/1.JMI.9.3.035502  0.646
2022 Mansour A, Fuhrman JD, Goldenberg FD, Giger ML. Comment on "Machine Learning for Early Detection of Hypoxic-Ischemic Brain Injury After Cardiac Arrest" Submitted by Noah Salomon Molinski et al. Neurocritical Care. PMID 35612784 DOI: 10.1007/s12028-022-01527-x  0.514
2021 Leong LT, Malkov S, Drukker K, Niell BL, Sadowski P, Wolfgruber T, Greenwood HI, Joe BN, Kerlikowske K, Giger ML, Shepherd JA. Dual-energy three-compartment breast imaging for compositional biomarkers to improve detection of malignant lesions. Communications Medicine. 1: 29. PMID 35602210 DOI: 10.1038/s43856-021-00024-0  0.336
2021 Mansour A, Fuhrman JD, Ammar FE, Loggini A, Davis J, Lazaridis C, Kramer C, Goldenberg FD, Giger ML. Machine Learning for Early Detection of Hypoxic-Ischemic Brain Injury After Cardiac Arrest. Neurocritical Care. PMID 34873672 DOI: 10.1007/s12028-021-01405-y  0.53
2021 Fuhrman JD, Gorre N, Hu Q, Li H, El Naqa I, Giger ML. A review of explainable and interpretable AI with applications in COVID-19 imaging. Medical Physics. PMID 34796530 DOI: 10.1002/mp.15359  0.602
2021 Hu Q, Giger ML. Clinical Artificial Intelligence Applications: Breast Imaging. Radiologic Clinics of North America. 59: 1027-1043. PMID 34689871 DOI: 10.1016/j.rcl.2021.07.010  0.361
2021 El Naqa I, Li H, Fuhrman J, Hu Q, Gorre N, Chen W, Giger ML. Lessons learned in transitioning to AI in the medical imaging of COVID-19. Journal of Medical Imaging (Bellingham, Wash.). 8: 010902-10902. PMID 34646912 DOI: 10.1117/1.JMI.8.S1.010902  0.686
2021 Whitney HM, Li H, Ji Y, Liu P, Giger ML. Multi-Stage Harmonization for Robust AI across Breast MR Databases. Cancers. 13. PMID 34638294 DOI: 10.3390/cancers13194809  0.655
2021 Li F, Armato SG, Engelmann R, Rhines T, Crosby J, Lan L, Giger ML, MacMahon H. Anatomic Point-Based Lung Region with Zone Identification for Radiologist Annotation and Machine Learning for Chest Radiographs. Journal of Digital Imaging. PMID 34327625 DOI: 10.1007/s10278-021-00494-7  0.493
2021 Hu Q, Whitney HM, Li H, Ji Y, Liu P, Giger ML. Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI. Radiology. Artificial Intelligence. 3: e200159. PMID 34235439 DOI: 10.1148/ryai.2021200159  0.667
2021 Whitney HM, Drukker K, Edwards A, Papaioannou J, Medved M, Karczmar G, Giger ML. Robustness of radiomic features of benign breast lesions and hormone receptor positive/HER2-negative cancers across DCE-MR magnet strengths. Magnetic Resonance Imaging. PMID 34174331 DOI: 10.1016/j.mri.2021.06.021  0.694
2021 Durkee MS, Abraham R, Clark MR, Giger ML. Artificial Intelligence and Cellular Segmentation in Tissue Microscopy Images. The American Journal of Pathology. PMID 34129842 DOI: 10.1016/j.ajpath.2021.05.022  0.313
2021 Fuhrman JD, Chen J, Dong Z, Lure FYM, Luo Z, Giger ML. Cascaded deep transfer learning on thoracic CT in COVID-19 patients treated with steroids. Journal of Medical Imaging (Bellingham, Wash.). 8: 014501. PMID 33415179 DOI: 10.1117/1.JMI.8.S1.014501  0.585
2020 Whitney HM, Li H, Ji Y, Liu P, Giger ML. Comparison of Breast MRI Tumor Classification Using Human-Engineered Radiomics, Transfer Learning From Deep Convolutional Neural Networks, and Fusion Methods. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 108: 163-177. PMID 34045769 DOI: 10.1109/jproc.2019.2950187  0.677
2020 Hu Q, Whitney HM, Giger ML. Radiomics methodology for breast cancer diagnosis using multiparametric magnetic resonance imaging. Journal of Medical Imaging (Bellingham, Wash.). 7: 044502. PMID 32864390 DOI: 10.1117/1.Jmi.7.4.044502  0.722
2020 Su Y, Han Y, Liu J, Qiu Y, Tan Q, Zhou Z, Yu YZ, Chen J, Giger ML, Lure FYM, Luo Z. Tailoring steroids in the treatment of COVID-19 pneumonia assisted by CT scans: Three case reports. Journal of X-Ray Science and Technology. PMID 32675436 DOI: 10.3233/Xst-200710  0.312
2020 Hu Q, Whitney HM, Giger ML. A deep learning methodology for improved breast cancer diagnosis using multiparametric MRI. Scientific Reports. 10: 10536. PMID 32601367 DOI: 10.1038/S41598-020-67441-4  0.719
2020 Whitney HM, Li H, Ji Y, Liu P, Giger ML. Harmonization of radiomic features of breast lesions across international DCE-MRI datasets. Journal of Medical Imaging (Bellingham, Wash.). 7: 012707. PMID 32206682 DOI: 10.1117/1.Jmi.7.1.012707  0.711
2020 Crosby J, Rhines T, Li F, MacMahon H, Giger M. Deep convolutional neural networks in the classification of dual-energy thoracic radiographic views for efficient workflow: analysis on over 6500 clinical radiographs. Journal of Medical Imaging (Bellingham, Wash.). 7: 016501. PMID 32042858 DOI: 10.1117/1.Jmi.7.1.016501  0.377
2020 El Naqa I, Haider MA, Giger ML, Ten Haken RK. Artificial Intelligence: reshaping the practice of radiological sciences in the 21st century. The British Journal of Radiology. 93: 20190855. PMID 31965813 DOI: 10.1259/Bjr.20190855  0.334
2019 Whitney HM, Drukker K, Edwards A, Papaioannou J, Giger ML. Effect of biopsy on the MRI radiomics classification of benign lesions and luminal A cancers. Journal of Medical Imaging (Bellingham, Wash.). 6: 031408. PMID 35834307 DOI: 10.1117/1.JMI.6.3.031408  0.681
2019 Drukker K, Edwards A, Doyle C, Papaioannou J, Kulkarni K, Giger ML. Breast MRI radiomics for the pretreatment prediction of response to neoadjuvant chemotherapy in node-positive breast cancer patients. Journal of Medical Imaging (Bellingham, Wash.). 6: 034502. PMID 31592438 DOI: 10.1117/1.Jmi.6.3.034502  0.374
2019 Ji Y, Li H, Edwards AV, Papaioannou J, Ma W, Liu P, Giger ML. Independent validation of machine learning in diagnosing breast Cancer on magnetic resonance imaging within a single institution. Cancer Imaging : the Official Publication of the International Cancer Imaging Society. 19: 64. PMID 31533838 DOI: 10.1186/S40644-019-0252-2  0.441
2019 Sheth D, Giger ML. Artificial intelligence in the interpretation of breast cancer on MRI. Journal of Magnetic Resonance Imaging : Jmri. PMID 31343790 DOI: 10.1002/Jmri.26878  0.487
2019 Yeh AC, Li H, Zhu Y, Zhang J, Khramtsova G, Drukker K, Edwards A, McGregor S, Yoshimatsu T, Zheng Y, Niu Q, Abe H, Mueller J, Conzen S, Ji Y, ... Giger ML, et al. Radiogenomics of breast cancer using dynamic contrast enhanced MRI and gene expression profiling. Cancer Imaging : the Official Publication of the International Cancer Imaging Society. 19: 48. PMID 31307537 DOI: 10.1186/S40644-019-0233-5  0.433
2019 Antropova N, Huynh B, Li H, Giger ML. Breast lesion classification based on dynamic contrast-enhanced magnetic resonance images sequences with long short-term memory networks. Journal of Medical Imaging (Bellingham, Wash.). 6: 011002. PMID 30840721 DOI: 10.1117/1.Jmi.6.1.011002  0.424
2019 Robinson K, Li H, Lan L, Schacht D, Giger M. Radiomics Robustness Assessment and Classification Evaluation: A Two-Stage Method Demonstrated on Multi-Vendor FFDM. Medical Physics. PMID 30802972 DOI: 10.1002/Mp.13455  0.406
2019 Li H, Mendel KR, Lan L, Sheth D, Giger ML. Digital Mammography in Breast Cancer: Additive Value of Radiomics of Breast Parenchyma. Radiology. 181113. PMID 30747591 DOI: 10.1148/Radiol.2019181113  0.457
2019 Bi WL, Hosny A, Schabath MB, Giger ML, Birkbak NJ, Mehrtash A, Allison T, Arnaout O, Abbosh C, Dunn IF, Mak RH, Tamimi RM, Tempany CM, Swanton C, Hoffmann U, et al. Artificial intelligence in cancer imaging: Clinical challenges and applications. Ca: a Cancer Journal For Clinicians. PMID 30720861 DOI: 10.3322/Caac.21552  0.379
2019 Whitney HM, Drukker K, Edwards A, Papaioannou J, Giger ML. Effect of biopsy on the MRI radiomics classification of benign lesions and luminal A cancers Journal of Medical Imaging. 6: 1. DOI: 10.1117/1.Jmi.6.3.031408  0.709
2018 Foy JJ, Robinson KR, Li H, Giger ML, Al-Hallaq H, Armato SG. Variation in algorithm implementation across radiomics software. Journal of Medical Imaging (Bellingham, Wash.). 5: 044505. PMID 30840747 DOI: 10.1117/1.Jmi.5.4.044505  0.791
2018 Armato SG, Huisman H, Drukker K, Hadjiiski L, Kirby JS, Petrick N, Redmond G, Giger ML, Cha K, Mamonov A, Kalpathy-Cramer J, Farahani K. PROSTATEx Challenges for computerized classification of prostate lesions from multiparametric magnetic resonance images. Journal of Medical Imaging (Bellingham, Wash.). 5: 044501. PMID 30840739 DOI: 10.1117/1.Jmi.5.4.044501  0.594
2018 Drukker K, Giger ML, Joe BN, Kerlikowske K, Greenwood H, Drukteinis JS, Niell B, Fan B, Malkov S, Avila J, Kazemi L, Shepherd J. Combined Benefit of Quantitative Three-Compartment Breast Image Analysis and Mammography Radiomics in the Classification of Breast Masses in a Clinical Data Set. Radiology. 180608. PMID 30526359 DOI: 10.1148/Radiol.2018180608  0.479
2018 Sahiner B, Pezeshk A, Hadjiiski LM, Wang X, Drukker K, Cha KH, Summers RM, Giger ML. Deep learning in medical imaging and radiation therapy. Medical Physics. PMID 30367497 DOI: 10.1002/Mp.13264  0.316
2018 Net JM, Whitman GJ, Morris E, Brandt KR, Burnside ES, Giger ML, Ganott M, Sutton EJ, Zuley ML, Rao A. Relationships Between Human-Extracted MRI Tumor Phenotypes of Breast Cancer and Clinical Prognostic Indicators Including Receptor Status and Molecular Subtype. Current Problems in Diagnostic Radiology. PMID 30270031 DOI: 10.1067/J.Cpradiol.2018.08.003  0.342
2018 Mackie TR, Jackson EF, Giger M. Opportunities and challenges to utilization of quantitative imaging: Report of the AAPM practical big data workshop. Medical Physics. PMID 30248184 DOI: 10.1002/Mp.13135  0.372
2018 Mendel K, Li H, Sheth D, Giger M. Transfer Learning From Convolutional Neural Networks for Computer-Aided Diagnosis: A Comparison of Digital Breast Tomosynthesis and Full-Field Digital Mammography. Academic Radiology. PMID 30076083 DOI: 10.1016/J.Acra.2018.06.019  0.409
2018 Whitney HM, Taylor NS, Drukker K, Edwards AV, Papaioannou J, Schacht D, Giger ML. Additive Benefit of Radiomics Over Size Alone in the Distinction Between Benign Lesions and Luminal A Cancers on a Large Clinical Breast MRI Dataset. Academic Radiology. PMID 29754995 DOI: 10.1016/J.Acra.2018.04.019  0.699
2018 Drukker K, Li H, Antropova N, Edwards A, Papaioannou J, Giger ML. Most-enhancing tumor volume by MRI radiomics predicts recurrence-free survival "early on" in neoadjuvant treatment of breast cancer. Cancer Imaging : the Official Publication of the International Cancer Imaging Society. 18: 12. PMID 29653585 DOI: 10.1186/S40644-018-0145-9  0.34
2018 Antropova N, Abe H, Giger ML. Use of clinical MRI maximum intensity projections for improved breast lesion classification with deep convolutional neural networks. Journal of Medical Imaging (Bellingham, Wash.). 5: 014503. PMID 29430478 DOI: 10.1117/1.Jmi.5.1.014503  0.471
2018 Giger ML. Machine Learning in Medical Imaging. Journal of the American College of Radiology : Jacr. PMID 29398494 DOI: 10.1016/J.Jacr.2017.12.028  0.408
2018 Haddad CW, Drukker K, Gullett R, Carroll TJ, Christoforidis GA, Giger ML. Fuzzy c-means segmentation of major vessels in angiographic images of stroke. Journal of Medical Imaging (Bellingham, Wash.). 5: 014501. PMID 29322070 DOI: 10.1117/1.Jmi.5.1.014501  0.324
2018 Mendel KR, Li H, Lan L, Cahill CM, Rael V, Abe H, Giger ML. Quantitative texture analysis: robustness of radiomics across two digital mammography manufacturers' systems. Journal of Medical Imaging (Bellingham, Wash.). 5: 011002. PMID 28948196 DOI: 10.1117/1.Jmi.5.1.011002  0.373
2017 Sutton EJ, Huang EP, Drukker K, Burnside ES, Li H, Net JM, Rao A, Whitman GJ, Zuley M, Ganott M, Bonaccio E, Giger ML, Morris EA. Breast MRI radiomics: comparison of computer- and human-extracted imaging phenotypes. European Radiology Experimental. 1: 22. PMID 29708200 DOI: 10.1186/S41747-017-0025-2  0.441
2017 Sevick-Muraca EM, Frank RA, Giger ML, Mulshine JL. Moonshot Acceleration Factor: Medical Imaging. Cancer Research. PMID 28993413 DOI: 10.1158/0008-5472.Can-17-1698  0.378
2017 Li H, Giger ML, Huynh BQ, Antropova NO. Deep learning in breast cancer risk assessment: evaluation of convolutional neural networks on a clinical dataset of full-field digital mammograms. Journal of Medical Imaging (Bellingham, Wash.). 4: 041304. PMID 28924576 DOI: 10.1117/1.Jmi.4.4.041304  0.347
2017 Antropova N, Huynh BQ, Giger ML. A Deep Feature Fusion Methodology for Breast Cancer Diagnosis Demonstrated on Three Imaging Modality Datasets. Medical Physics. PMID 28681390 DOI: 10.1002/Mp.12453  0.499
2017 Armato SG, Drukker K, Li F, Hadjiiski L, Tourassi GD, Engelmann RM, Giger ML, Redmond G, Farahani K, Kirby JS, Petrick NA. Letter to the Editor: Use of Publicly Available Image Resources. Academic Radiology. PMID 28506513 DOI: 10.1016/J.Acra.2017.03.015  0.591
2017 Medved M, Li H, Abe H, Sheth D, Newstead GM, Olopade OI, Giger ML, Karczmar GS. Fast bilateral breast coverage with high spectral and spatial resolution (HiSS) MRI at 3T. Journal of Magnetic Resonance Imaging : Jmri. PMID 28263425 DOI: 10.1002/Jmri.25658  0.408
2017 Antropova N, Huynh BQ, Giger ML. Performance comparison of deep learning and segmentation-based radiomic methods in the task of distinguishing benign and malignant breast lesions on DCE-MRI Proceedings of Spie. 10134. DOI: 10.1117/12.2255582  0.47
2017 Huynh BQ, Antropova N, Giger ML. Comparison of breast DCE-MRI contrast time points for predicting response to neoadjuvant chemotherapy using deep convolutional neural network features with transfer learning Proceedings of Spie. 10134. DOI: 10.1117/12.2255316  0.362
2017 Drukker K, Huynh BQ, Giger ML, Malkov S, Ávila JI, Fan B, Joe BN, Kerlikowske K, Drukteinis JS, Kazemi L, Pereira MM, Shepherd J. Deep learning and three-compartment breast imaging in breast cancer diagnosis Proceedings of Spie. 10134. DOI: 10.1117/12.2254516  0.484
2016 Antropova N, Huynh B, Giger M. SU-D-207B-06: Predicting Breast Cancer Malignancy On DCE-MRI Data Using Pre-Trained Convolutional Neural Networks. Medical Physics. 43: 3349-3350. PMID 28048384 DOI: 10.1118/1.4955674  0.461
2016 Huynh B, Drukker K, Giger M. MO-DE-207B-06: Computer-Aided Diagnosis of Breast Ultrasound Images Using Transfer Learning From Deep Convolutional Neural Networks. Medical Physics. 43: 3705. PMID 28048166 DOI: 10.1118/1.4957255  0.419
2016 Giger M, Deasy J. MO-FG-207B-00: State-of-the-Art in Radiomics in Radiology and Radiation Oncology. Medical Physics. 43: 3715. PMID 28046637 DOI: 10.1118/1.4957330  0.399
2016 Maforo N, Li H, Lan L, Edwards A, Giger ML. SU-F-R-26: Prognostic Radiomics of Breast Cancer On DCE and DWI MR Images. Medical Physics. 43: 3378. PMID 28046345 DOI: 10.1118/1.4955798  0.427
2016 Li H, Weiss WA, Medved M, Abe H, Newstead GM, Karczmar GS, Giger ML. Breast density estimation from high spectral and spatial resolution MRI. Journal of Medical Imaging (Bellingham, Wash.). 3: 044507. PMID 28042590 DOI: 10.1117/1.Jmi.3.4.044507  0.386
2016 Armato SG, Drukker K, Li F, Hadjiiski L, Tourassi GD, Engelmann RM, Giger ML, Redmond G, Farahani K, Kirby JS, Clarke LP. LUNGx Challenge for computerized lung nodule classification. Journal of Medical Imaging (Bellingham, Wash.). 3: 044506. PMID 28018939 DOI: 10.1117/1.Jmi.3.4.044506  0.58
2016 Li H, Zhu Y, Burnside ES, Huang E, Drukker K, Hoadley KA, Fan C, Conzen SD, Zuley M, Net JM, Sutton E, Whitman GJ, Morris E, Perou CM, Ji Y, ... Giger ML, et al. Quantitative MRI radiomics in the prediction of molecular classifications of breast cancer subtypes in the TCGA/TCIA data set. Npj Breast Cancer. 2. PMID 27853751 DOI: 10.1038/npjbcancer.2016.12  0.334
2016 Huynh BQ, Li H, Giger ML. Digital mammographic tumor classification using transfer learning from deep convolutional neural networks. Journal of Medical Imaging (Bellingham, Wash.). 3: 034501. PMID 27610399 DOI: 10.1117/1.Jmi.3.3.034501  0.432
2016 Li F, Armato SG, Giger ML, MacMahon H. Clinical significance of noncalcified lung nodules in patients with breast cancer. Breast Cancer Research and Treatment. PMID 27503305 DOI: 10.1007/S10549-016-3937-2  0.577
2016 Li H, Zhu Y, Burnside ES, Drukker K, Hoadley KA, Fan C, Conzen SD, Whitman GJ, Sutton EJ, Net JM, Ganott M, Huang E, Morris EA, Perou CM, Ji Y, ... Giger ML, et al. MR Imaging Radiomics Signatures for Predicting the Risk of Breast Cancer Recurrence as Given by Research Versions of MammaPrint, Oncotype DX, and PAM50 Gene Assays. Radiology. 152110. PMID 27144536 DOI: 10.1148/Radiol.2016152110  0.456
2016 Giger ML, Inciardi MF, Edwards A, Papaioannou J, Drukker K, Jiang Y, Brem R, Brown JB. Automated Breast Ultrasound in Breast Cancer Screening of Women With Dense Breasts: Reader Study of Mammography-Negative and Mammography-Positive Cancers. Ajr. American Journal of Roentgenology. 1-10. PMID 27043979 DOI: 10.2214/Ajr.15.15367  0.382
2016 Yeh AC, McGregor S, Li H, Ji Y, Zhu Y, Grushko T, Edwards A, Lui F, Zhang J, Niu Q, Zheng Y, Yoshimatsu T, Khramtsova G, Drukker K, Karczmar G, ... ... Giger M, et al. Abstract 2633: Radiogenomics of breast cancer using DCE-MRI and gene expression profiling Cancer Research. 76: 2633-2633. DOI: 10.1158/1538-7445.Am2016-2633  0.443
2016 Giger M. TU-FG-207A-01: Introduction to Grand Challenges Medical Physics. 43: 3759-3760. DOI: 10.1118/1.4957553  0.348
2016 Mendel KR, Li H, Giger ML. Quantitative breast MRI radiomics for cancer risk assessment and the monitoring of high-risk populations Proceedings of Spie. 9785. DOI: 10.1117/12.2217775  0.441
2016 Sibley AR, Markiewicz E, Mustafi D, Fan X, Conzen SD, Karczmar G, Giger ML. Computerized segmentation algorithm with personalized atlases of murine MRIs in a SV40 large T-antigen mouse mammary cancer model Proceedings of Spie. 9788. DOI: 10.1117/12.2217425  0.384
2016 Drukker K, Malkov S, Ávila J, Kerlikowske K, Joe BN, Krings G, Creasman J, Drukteinis JS, Pereira MM, Kazemi L, Shepherd J, Giger ML. Identification, segmentation, and characterization of microcalcifications on mammography Proceedings of Spie. 9785. DOI: 10.1117/12.2216274  0.459
2015 Napel S, Giger M. Special Section Guest Editorial:Radiomics and Imaging Genomics: Quantitative Imaging for Precision Medicine. Journal of Medical Imaging (Bellingham, Wash.). 2: 041001. PMID 26839908 DOI: 10.1117/1.Jmi.2.4.041001  0.36
2015 Giger ML, Tornai MP. The Spectrum of Medical Imaging in the 2015 International Year of Light. Journal of Medical Imaging (Bellingham, Wash.). 2: 030101. PMID 26839902 DOI: 10.1117/1.Jmi.2.3.030101  0.322
2015 Guo W, Li H, Zhu Y, Lan L, Yang S, Drukker K, Morris E, Burnside E, Whitman G, Giger ML, Ji Y, Tcga Breast Phenotype Research Group. Prediction of clinical phenotypes in invasive breast carcinomas from the integration of radiomics and genomics data. Journal of Medical Imaging (Bellingham, Wash.). 2: 041007. PMID 26835491 DOI: 10.1117/1.Jmi.2.4.041007  0.343
2015 Zhu Y, Li H, Guo W, Drukker K, Lan L, Giger ML, Ji Y. Deciphering Genomic Underpinnings of Quantitative MRI-based Radiomic Phenotypes of Invasive Breast Carcinoma. Scientific Reports. 5: 17787. PMID 26639025 DOI: 10.1038/Srep17787  0.34
2015 Burnside ES, Drukker K, Li H, Bonaccio E, Zuley M, Ganott M, Net JM, Sutton EJ, Brandt KR, Whitman GJ, Conzen SD, Lan L, Ji Y, Zhu Y, Jaffe CC, ... ... Giger ML, et al. Using computer-extracted image phenotypes from tumors on breast magnetic resonance imaging to predict breast cancer pathologic stage. Cancer. PMID 26619259 DOI: 10.1002/Cncr.29791  0.44
2015 Weiss WA, Medved M, Karczmar GS, Giger ML. Preliminary assessment of dispersion versus absorption analysis of high spectral and spatial resolution magnetic resonance images in the diagnosis of breast cancer. Journal of Medical Imaging (Bellingham, Wash.). 2: 024502. PMID 26158106 DOI: 10.1117/1.Jmi.2.2.024502  0.439
2015 Armato SG, Hadjiiski L, Tourassi GD, Drukker K, Giger ML, Li F, Redmond G, Farahani K, Kirby JS, Clarke LP. LUNGx Challenge for computerized lung nodule classification: reflections and lessons learned. Journal of Medical Imaging (Bellingham, Wash.). 2: 020103. PMID 26158094 DOI: 10.1117/1.Jmi.2.2.020103  0.521
2015 Zhu Y, Li H, Guo W, Drukker K, Yang S, Lan L, Giger M, Ji Y. TU-CD-BRB-06: Deciphering Genomic Underpinnings of Quantitative MRI-Based Radiomic Phenotypes of Invasive Breast Carcinoma. Medical Physics. 42: 3603. PMID 26128890 DOI: 10.1118/1.4925591  0.329
2015 Schacht DV, Drukker K, Pak I, Abe H, Giger ML. Using quantitative image analysis to classify axillary lymph nodes on breast MRI: a new application for the Z 0011 Era. European Journal of Radiology. 84: 392-7. PMID 25547328 DOI: 10.1016/J.Ejrad.2014.12.003  0.374
2015 Andrews M, Giger ML, Roman BB. Manganese-enhanced MRI detection of impaired calcium regulation in a mouse model of cardiac hypertrophy. Nmr in Biomedicine. 28: 255-63. PMID 25523065 DOI: 10.1002/Nbm.3249  0.752
2015 Obuchowski NA, Reeves AP, Huang EP, Wang XF, Buckler AJ, Kim HJ, Barnhart HX, Jackson EF, Giger ML, Pennello G, Toledano AY, Kalpathy-Cramer J, Apanasovich TV, Kinahan PE, Myers KJ, et al. Quantitative imaging biomarkers: a review of statistical methods for computer algorithm comparisons. Statistical Methods in Medical Research. 24: 68-106. PMID 24919829 DOI: 10.1177/0962280214537390  0.334
2015 Rao A, Net J, Brandt K, Huang E, Freymann J, Burnside E, Kirby J, Morris E, Bonaccio E, Giger M, Jaffe C, Ganott M, Sutton E, Le-Petross H, Zuley M, et al. TU‐CD‐BRB‐07: Identification of Associations Between Radiologist‐Annotated Imaging Features and Genomic Alterations in Breast Invasive Carcinoma, a TCGA Phenotype Research Group Study Medical Physics. 42: 3603-3604. DOI: 10.1118/1.4925592  0.392
2015 Drukker K, Schram J, Burda S, Li H, Lan L, Giger M. TU-CD-BRB-03: Radiomics Investigation in the Distinction Between in Situ and Invasive Breast Cancers Medical Physics. 42: 3602-3603. DOI: 10.1118/1.4925588  0.458
2015 Li H, Lan L, Drukker K, Perou C, Giger M. TU-AB-BRA-08: Radiomics in the Analysis of Breast Cancer Heterogeneity On DCE-MRI Medical Physics. 42: 3588-3588. DOI: 10.1118/1.4925513  0.468
2015 Antropova N, Giger M, Li H, Drukker K, Lan L. TU-AB-BRA-07: Radiomics of Breast Cancer: A Robustness Study Medical Physics. 42: 3588-3588. DOI: 10.1118/1.4925512  0.474
2015 Li H, Lan L, Sennett C, Giger M. SU-E-J-248: Contributions of Tumor and Stroma Phenotyping in Computer-Aided Diagnosis Medical Physics. 42: 3323-3323. DOI: 10.1118/1.4924334  0.459
2015 Maforo N, Li H, Weiss W, Lan L, Giger M. SU-D-BRA-02: Radiomics of Multi-Parametric Breast MRI in Breast Cancer Diagnosis: A Quantitative Investigation of Diffusion Weighted Imaging, Dynamic Contrast-Enhanced, and T2-Weighted Magnetic Resonance Imaging Medical Physics. 42: 3213-3213. DOI: 10.1118/1.4923882  0.483
2014 Kuo HC, Giger ML, Reiser I, Drukker K, Boone JM, Lindfors KK, Yang K, Edwards A, Sennett CA. Segmentation of breast masses on dedicated breast computed tomography and three-dimensional breast ultrasound images. Journal of Medical Imaging (Bellingham, Wash.). 1: 014501. PMID 32855995 DOI: 10.1117/1.Jmi.1.1.014501  0.468
2014 White T, Weiss W, Giger M. TU-C-12A-06: Computerized Analysis of Diffusion-Weighted Images in Breast Cancer Diagnosis. Medical Physics. 41: 463-464. PMID 28037289 DOI: 10.1118/1.4889296  0.446
2014 Kuo HC, Giger ML, Reiser I, Drukker K, Boone JM, Lindfors KK, Yang K, Edwards A. Impact of lesion segmentation metrics on computer-aided diagnosis/detection in breast computed tomography. Journal of Medical Imaging (Bellingham, Wash.). 1: 031012. PMID 26158052 DOI: 10.1117/1.Jmi.1.3.031012  0.41
2014 Li H, Giger ML, Lan L, Janardanan J, Sennett CA. Comparative analysis of image-based phenotypes of mammographic density and parenchymal patterns in distinguishing between BRCA1/2 cases, unilateral cancer cases, and controls. Journal of Medical Imaging (Bellingham, Wash.). 1: 031009. PMID 26158050 DOI: 10.1117/1.Jmi.1.3.031009  0.343
2014 Giger ML. Pioneers in Medical Imaging Series. Journal of Medical Imaging (Bellingham, Wash.). 1: 030101. PMID 26158042 DOI: 10.1117/1.Jmi.1.3.030101  0.342
2014 Giger ML. Exciting Progress in the Growth of JMI. Journal of Medical Imaging (Bellingham, Wash.). 1: 020101. PMID 26158033 DOI: 10.1117/1.Jmi.1.2.020101  0.385
2014 Giger ML. Welcome to the Journal of Medical Imaging. Journal of Medical Imaging (Bellingham, Wash.). 1: 010101. PMID 26158020 DOI: 10.1117/1.Jmi.1.1.010101  0.328
2014 Gierach GL, Li H, Loud JT, Greene MH, Chow CK, Lan L, Prindiville SA, Eng-Wong J, Soballe PW, Giambartolomei C, Mai PL, Galbo CE, Nichols K, Calzone KA, Olopade OI, ... ... Giger ML, et al. Relationships between computer-extracted mammographic texture pattern features and BRCA1/2 mutation status: a cross-sectional study. Breast Cancer Research : Bcr. 16: 424. PMID 25159706 DOI: 10.1186/S13058-014-0424-8  0.36
2014 Li H, Giger ML, Sun C, Ponsukcharoen U, Huo D, Lan L, Olopade OI, Jamieson AR, Brown JB, Di Rienzo A. Pilot study demonstrating potential association between breast cancer image-based risk phenotypes and genomic biomarkers. Medical Physics. 41: 031917. PMID 24593735 DOI: 10.1118/1.4865811  0.376
2014 Drukker K, Duewer F, Giger ML, Malkov S, Flowers CI, Joe B, Kerlikowske K, Drukteinis JS, Li H, Shepherd JA. Mammographic quantitative image analysis and biologic image composition for breast lesion characterization and classification. Medical Physics. 41: 031915. PMID 24593733 DOI: 10.1118/1.4866221  0.471
2014 Peng Y, Jiang Y, Antic T, Giger ML, Eggener SE, Oto A. Validation of quantitative analysis of multiparametric prostate MR images for prostate cancer detection and aggressiveness assessment: a cross-imager study. Radiology. 271: 461-71. PMID 24533870 DOI: 10.1148/Radiol.14131320  0.343
2014 Drukker K, Sennett CA, Giger ML. Computerized detection of breast cancer on automated breast ultrasound imaging of women with dense breasts. Medical Physics. 41: 012901. PMID 24387528 DOI: 10.1118/1.4837196  0.413
2014 Weiss WA, Medved M, Karczmar GS, Giger ML. Residual analysis of the water resonance signal in breast lesions imaged with high spectral and spatial resolution (HiSS) MRI: a pilot study. Medical Physics. 41: 012303. PMID 24387524 DOI: 10.1118/1.4851615  0.435
2014 Kuo HC, Giger ML, Reiser I, Boone JM, Lindfors KK, Yang K, Edwards A. Level set segmentation of breast masses in contrast-enhanced dedicated breast CT and evaluation of stopping criteria. Journal of Digital Imaging. 27: 237-47. PMID 24162667 DOI: 10.1007/S10278-013-9652-1  0.451
2014 Bhooshan N, Giger M, Medved M, Li H, Wood A, Yuan Y, Lan L, Marquez A, Karczmar G, Newstead G. Potential of computer-aided diagnosis of high spectral and spatial resolution (HiSS) MRI in the classification of breast lesions. Journal of Magnetic Resonance Imaging : Jmri. 39: 59-67. PMID 24023011 DOI: 10.1002/Jmri.24145  0.815
2014 Giger M, Cowperthwaite M, Markey M. MO-A-12A-01: Joint Imaging Education - Quantitative Imaging Symposium: Genomics and Image-Omics for Medical Physicists Medical Physics. 41: 411-411. DOI: 10.1118/1.4889115  0.403
2014 Giger ML. Medical imaging and computers in the diagnosis of breast cancer Proceedings of Spie. 9189: 918908. DOI: 10.1117/12.2059826  0.488
2014 Drukker K, Giger ML, Duewer F, Malkov S, Flowers CI, Joe BN, Kerlikowske K, Drukteinis JS, Shepherd J. Roles of biologic breast tissue composition and quantitative image analysis of mammographic images in breast tumor characterization Proceedings of Spie. 9035. DOI: 10.1117/12.2043746  0.499
2013 Giger M, Toledano A, Myers K, Jiang Y. WE-E-103-02: Past, Present and Future Roles of ROC Analysis in Medical Imaging and Quantitative Image Analysis. Medical Physics. 40: 494. PMID 28519132 DOI: 10.1118/1.4815603  0.419
2013 Giger ML, Karssemeijer N, Schnabel JA. Breast image analysis for risk assessment, detection, diagnosis, and treatment of cancer. Annual Review of Biomedical Engineering. 15: 327-57. PMID 23683087 DOI: 10.1146/Annurev-Bioeng-071812-152416  0.487
2013 Drukker K, Horsch KJ, Pesce LL, Giger ML. Interreader scoring variability in an observer study using dual-modality imaging for breast cancer detection in women with dense breasts. Academic Radiology. 20: 847-53. PMID 23601952 DOI: 10.1016/J.Acra.2013.02.007  0.413
2013 Ozturk N, Armato SG, Giger ML, Serago CF, Ross LF. Ethics and professionalism in medical physics: a survey of AAPM members. Medical Physics. 40: 047001. PMID 23556930 DOI: 10.1118/1.4797463  0.506
2013 Peng Y, Jiang Y, Yang C, Brown JB, Antic T, Sethi I, Schmid-Tannwald C, Giger ML, Eggener SE, Oto A. Quantitative analysis of multiparametric prostate MR images: differentiation between prostate cancer and normal tissue and correlation with Gleason score--a computer-aided diagnosis development study. Radiology. 267: 787-96. PMID 23392430 DOI: 10.1148/Radiol.13121454  0.323
2013 Drukker K, Sennett C, Giger M. WE-E-134-04: Computerized Detection of Breast Cancer On Automated Breast Ultrasound for Women with Dense Breasts Medical Physics. 40: 495-495. DOI: 10.1118/1.4815607  0.393
2013 Kuo H, Giger ML, Reiser IS, Drukker K, Edwards A, Sennett CA. Automatic 3D lesion segmentation on breast ultrasound images Proceedings of Spie. 8670: 867025. DOI: 10.1117/12.2008014  0.457
2013 Peng Y, Jiang Y, Antic T, Giger ML, Eggener S, Oto A. A study of T2-weighted MR image texture features and diffusion-weighted MR image features for computer-aided diagnosis of prostate cancer Proceedings of Spie. 8670. DOI: 10.1117/12.2007979  0.385
2012 Sadinski M, Giger M, Drukker K, Yamaguchi K, Lan L, Li H. TU-E-217BCD-07: Pilot Study on Consistency in Size Metrics for a Multimodality PEM/MR Breast Imaging Approach. Medical Physics. 39: 3915. PMID 28518670 DOI: 10.1118/1.4735979  0.429
2012 Ozturk N, Armato S, Giger ML, Serago C, Ross LF. SU-E-E-03: Ethics and Professionalism Education in Medical Physics: A Needs Assessment Study. Medical Physics. 39: 3623-3624. PMID 28517419 DOI: 10.1118/1.4734712  0.502
2012 Horsch K, Pesce LL, Giger ML, Metz CE, Jiang Y. A scaling transformation for classifier output based on likelihood ratio: applications to a CAD workstation for diagnosis of breast cancer. Medical Physics. 39: 2787-804. PMID 22559651 DOI: 10.1118/1.3700168  0.303
2012 Armato SG, Gruszauskas NP, Macmahon H, Torno MD, Li F, Engelmann RM, Starkey A, Pudela CL, Marino JS, Santiago F, Chang PJ, Giger ML. Research imaging in an academic medical center. Academic Radiology. 19: 762-71. PMID 22480961 DOI: 10.1016/J.Acra.2012.02.002  0.58
2012 Reiser I, Nishikawa RM, Giger ML, Boone JM, Lindfors KK, Yang K. Automated detection of mass lesions in dedicated breast CT: A preliminary study Medical Physics. 39: 866-873. PMID 22320796 DOI: 10.1118/1.3678991  0.45
2012 Gallas BD, Chan HP, D'Orsi CJ, Dodd LE, Giger ML, Gur D, Krupinski EA, Metz CE, Myers KJ, Obuchowski NA, Sahiner B, Toledano AY, Zuley ML. Evaluating imaging and computer-aided detection and diagnosis devices at the FDA. Academic Radiology. 19: 463-77. PMID 22306064 DOI: 10.1016/J.Acra.2011.12.016  0.357
2012 Li H, Giger ML, Lan L, Bancroft Brown J, MacMahon A, Mussman M, Olopade OI, Sennett C. Computerized analysis of mammographic parenchymal patterns on a large clinical dataset of full-field digital mammograms: robustness study with two high-risk datasets. Journal of Digital Imaging. 25: 591-8. PMID 22246204 DOI: 10.1007/S10278-012-9452-Z  0.362
2012 Nishikawa RM, Giger ML, Jiang Y, Metz CE. Re: effectiveness of computer-aided detection in community mammography practice. Journal of the National Cancer Institute. 104: 77; author reply 78-. PMID 22186178 DOI: 10.1093/Jnci/Djr492  0.304
2012 Weiss W, Medved M, Karczmar G, Giger M. TU-G-217A-02: Voxel-Based Residual Analysis of High Spectral and Spatial Resolution (HiSS) MRI of Breast Lesions Medical Physics. 39: 3926-3926. DOI: 10.1118/1.4736025  0.426
2012 Kuo H, Giger ML, Reiser I, Boone JM, Lindfors KK, Yang K, Edwards A. Evaluation of stopping criteria for level set segmentation of breast masses in contrast-enhanced dedicated breast CT Progress in Biomedical Optics and Imaging - Proceedings of Spie. 8315. DOI: 10.1117/12.911087  0.431
2012 Jamieson AR, Drukker K, Giger ML. Breast image feature learning with adaptive deconvolutional networks Proceedings of Spie. 8315: 831506. DOI: 10.1117/12.910710  0.483
2011 Bhooshan N, Giger M, Edwards D, Yuan Y, Jansen S, Li H, Lan L, Sattar H, Newstead G. Computerized three-class classification of MRI-based prognostic markers for breast cancer. Physics in Medicine and Biology. 56: 5995-6008. PMID 21860079 DOI: 10.1088/0031-9155/56/18/014  0.802
2011 Bhooshan N, Giger M, Lan L, Li H, Marquez A, Shimauchi A, Newstead GM. Combined use of T2-weighted MRI and T1-weighted dynamic contrast-enhanced MRI in the automated analysis of breast lesions. Magnetic Resonance in Medicine. 66: 555-64. PMID 21523818 DOI: 10.1002/Mrm.22800  0.738
2011 Jansen SA, Lin VC, Giger ML, Li H, Karczmar GS, Newstead GM. Normal parenchymal enhancement patterns in women undergoing MR screening of the breast. European Radiology. 21: 1374-82. PMID 21327872 DOI: 10.1007/S00330-011-2080-Z  0.359
2011 Shimauchi A, Giger ML, Bhooshan N, Lan L, Pesce LL, Lee JK, Abe H, Newstead GM. Evaluation of clinical breast MR imaging performed with prototype computer-aided diagnosis breast MR imaging workstation: reader study. Radiology. 258: 696-704. PMID 21212365 DOI: 10.1148/Radiol.10100409  0.787
2011 Armato S, Gruszauskas N, MacMahon H, Torno M, Li F, Engelmann R, Starkey A, Pudela C, Marino J, Chang P, Giger M. SU-E-I-45: The Human Imaging Research Office (HIRO): Advancing the Role of Imaging in Clinical Research Medical Physics. 38: 3406-3406. DOI: 10.1118/1.3611618  0.603
2011 Jamieson AR, Alam R, Giger ML. Exploring deep parametric embeddings for breast CADx Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7963. DOI: 10.1117/12.878331  0.386
2011 Bhooshan N, Edwards DC, Giger ML. Comparison of two-class and three-class Bayesian artificial neural networks in estimation of observations drawn from simulated bivariate normal distributions Proceedings of Spie. 7963: 796325. DOI: 10.1117/12.878074  0.7
2010 King M, Rodgers Z, Giger ML, Bardo DM, Patel AR. Computerized method for evaluating diagnostic image quality of calcified plaque images in cardiac CT: validation on a physical dynamic cardiac phantom. Medical Physics. 37: 5777-86. PMID 21158289 DOI: 10.1118/1.3495684  0.376
2010 Jamieson AR, Giger ML, Drukker K, Pesce LL. Enhancement of breast CADx with unlabeled data. Medical Physics. 37: 4155-72. PMID 20879576 DOI: 10.1118/1.3455704  0.374
2010 Yuan Y, Giger ML, Li H, Bhooshan N, Sennett CA. Multimodality computer-aided breast cancer diagnosis with FFDM and DCE-MRI. Academic Radiology. 17: 1158-67. PMID 20692620 DOI: 10.1016/J.Acra.2010.04.015  0.823
2010 Drukker K, Pesce L, Giger M. Repeatability in computer-aided diagnosis: application to breast cancer diagnosis on sonography. Medical Physics. 37: 2659-69. PMID 20632577 DOI: 10.1118/1.3427409  0.399
2010 Chen W, Giger ML, Newstead GM, Bick U, Jansen SA, Li H, Lan L. Computerized assessment of breast lesion malignancy using DCE-MRI robustness study on two independent clinical datasets from two manufacturers. Academic Radiology. 17: 822-9. PMID 20540907 DOI: 10.1016/J.Acra.2010.03.007  0.608
2010 Jamieson AR, Giger ML, Drukker K, Li H, Yuan Y, Bhooshan N. Exploring nonlinear feature space dimension reduction and data representation in breast Cadx with Laplacian eigenmaps and t-SNE. Medical Physics. 37: 339-51. PMID 20175497 DOI: 10.1118/1.3267037  0.806
2010 Bhooshan N, Giger ML, Jansen SA, Li H, Lan L, Newstead GM. Cancerous breast lesions on dynamic contrast-enhanced MR images: computerized characterization for image-based prognostic markers. Radiology. 254: 680-90. PMID 20123903 DOI: 10.1148/Radiol.09090838  0.794
2010 Giger ML. Update on the potential of computer-aided diagnosis for breast cancer. Future Oncology (London, England). 6: 1-4. PMID 20021201 DOI: 10.2217/Fon.09.154  0.367
2010 Chen W, Metz CE, Giger ML, Drukker K. A novel hybrid linear/nonlinear classifier for two-class classification: theory, algorithm, and applications. Ieee Transactions On Medical Imaging. 29: 428-41. PMID 19822471 DOI: 10.1109/Tmi.2009.2033596  0.539
2010 Vokes T, Lauderdale D, Ma SL, Chinander M, Childs K, Giger M. Radiographic texture analysis of densitometric calcaneal images: relationship to clinical characteristics and to bone fragility. Journal of Bone and Mineral Research : the Official Journal of the American Society For Bone and Mineral Research. 25: 56-63. PMID 19594292 DOI: 10.1359/Jbmr.090714  0.361
2010 Brown JB, Giger M. WE-B-201B-03: Fractal Dimension Analysis of Kinetic Feature Maps in Contrast-Enhanced Breast MRI Medical Physics. 37: 3417-3417. DOI: 10.1118/1.3469351  0.428
2010 Li H, Giger ML, Lan L, Yuan Y, Bhooshan N, Olopade OI. Effect of variable gain on computerized texture analysis on digitalized mammograms Proceedings of Spie. 7624. DOI: 10.1117/12.845321  0.827
2010 Brown JB, Giger ML, Bhooshan N, Newstead G, Jansen S. Optimization of a fuzzy C-means approach to determining probability of lesion malignancy and quantifying lesion enhancement heterogeneity in breast DCE-MRI Proceedings of Spie. 7624. DOI: 10.1117/12.845300  0.772
2010 Drukker K, Pesce LL, Giger ML. Repeatability and classifier bias in computer-aided diagnosis for breast ultrasound Proceedings of Spie. 7624. DOI: 10.1117/12.844889  0.404
2010 Reiser I, Joseph SP, Nishikawa RM, Giger ML, Boone J, Lindfors K, Edwards A, Packard N, Moore RH, Kopans DB. Evaluation of a 3D lesion segmentation algorithm on DBT and breast CT images Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7624. DOI: 10.1117/12.844484  0.453
2009 Gruszauskas NP, Drukker K, Giger ML, Chang RF, Sennett CA, Moon WK, Pesce LL. Breast US computer-aided diagnosis system: robustness across urban populations in South Korea and the United States. Radiology. 253: 661-71. PMID 19864511 DOI: 10.1148/Radiol.2533090280  0.355
2009 Drukker K, Sennett CA, Giger ML. Automated method for improving system performance of computer-aided diagnosis in breast ultrasound. Ieee Transactions On Medical Imaging. 28: 122-8. PMID 19116194 DOI: 10.1109/Tmi.2008.928178  0.446
2009 Bhooshan N, Giger M, Jansen S, Li H, Lan L, Newstead G. WE-D-304A-05: Analysis of Tumor Grade Breast Carcinoma Using Computer-Extracted Morphological and Kinetic Features in DCE-MRI Medical Physics. 36: 2778-2778. DOI: 10.1118/1.3182541  0.774
2009 Drukker K, Sennett C, Giger M. WE-D-304A-03: Quantitative Image Analysis for Prognosis in Newly Diagnosed Breast Cancer Patients with Sonographically Normal Appearing Lymph Nodes Medical Physics. 36: 2778-2778. DOI: 10.1118/1.3182539  0.471
2009 Jamieson A, Giger M. WE-D-304A-02: Exploring Non-Linear Feature Space Dimension Reduction and Data Representation in Breast CADx Medical Physics. 36: 2777-2778. DOI: 10.1118/1.3182538  0.432
2009 Yuan Y, Giger ML, Li H, Sennett CA. Breast cancer classification with mammography and DCE-MRI Proceedings of Spie. 7260. DOI: 10.1117/12.813723  0.78
2009 Hui L, Giger ML, Yuan Y, Jansen SA, Li L, Bhooshan N, Newstead GM. Computerized breast parenchymal analysis on DCE-MRI Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7260. DOI: 10.1117/12.813567  0.807
2009 Bhooshan N, Giger ML, Edwards DC, Drukker K, Jansen S, Li H, Lan L, Newstead G. Using Three-Class BANN Classifier in the Automated Analysis of Breast Cancer Lesions in DCE-MRI Proceedings of Spie. 7260. DOI: 10.1117/12.813507  0.778
2009 Drukker K, Gruszauskas NP, Giger ML. Principal component analysis, classifier complexity and robustness of sonographic breast lesion classification Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7260. DOI: 10.1117/12.811341  0.419
2008 Giger ML, Chan HP, Boone J. Anniversary paper: History and status of CAD and quantitative image analysis: the role of Medical Physics and AAPM. Medical Physics. 35: 5799-820. PMID 19175137 DOI: 10.1118/1.3013555  0.448
2008 Yuan Y, Giger ML, Li H, Sennett C. Correlative feature analysis on FFDM. Medical Physics. 35: 5490-500. PMID 19175108 DOI: 10.1118/1.3005641  0.778
2008 Horsch K, Giger ML, Metz CE. Prevalence scaling: applications to an intelligent workstation for the diagnosis of breast cancer. Academic Radiology. 15: 1446-57. PMID 18995195 DOI: 10.1016/J.Acra.2008.04.022  0.369
2008 Li H, Giger ML, Yuan Y, Chen W, Horsch K, Lan L, Jamieson AR, Sennett CA, Jansen SA. Evaluation of computer-aided diagnosis on a large clinical full-field digital mammographic dataset. Academic Radiology. 15: 1437-45. PMID 18995194 DOI: 10.1016/J.Acra.2008.05.004  0.798
2008 Gruszauskas NP, Drukker K, Giger ML, Sennett CA, Pesce LL. Performance of breast ultrasound computer-aided diagnosis: dependence on image selection. Academic Radiology. 15: 1234-45. PMID 18790394 DOI: 10.1016/J.Acra.2008.04.016  0.498
2008 Jansen SA, Fan X, Karczmar GS, Abe H, Schmidt RA, Giger M, Newstead GM. DCEMRI of breast lesions: is kinetic analysis equally effective for both mass and nonmass-like enhancement? Medical Physics. 35: 3102-9. PMID 18697535 DOI: 10.1118/1.2936220  0.39
2008 Drukker K, Gruszauskas NP, Sennett CA, Giger ML. Breast US computer-aided diagnosis workstation: performance with a large clinical diagnostic population. Radiology. 248: 392-7. PMID 18574139 DOI: 10.1148/Radiol.2482071778  0.389
2008 Wilkie JR, Giger ML, Chinander MR, Engh CA, Hopper RH, Martell JM. Temporal radiographic texture analysis in the detection of periprosthetic osteolysis. Medical Physics. 35: 377-87. PMID 18293592 DOI: 10.1118/1.2820900  0.795
2008 Wilkie JR, Giger ML, Engh CA, Hopper RH, Martell JM. Radiographic texture analysis in the characterization of trabecular patterns in periprosthetic osteolysis. Academic Radiology. 15: 176-85. PMID 18206616 DOI: 10.1016/J.Acra.2007.08.009  0.723
2008 Horsch K, Giger ML, Metz CE. Potential effect of different radiologist reporting methods on studies showing benefit of CAD. Academic Radiology. 15: 139-52. PMID 18206613 DOI: 10.1016/J.Acra.2007.09.015  0.402
2008 Li H, Giger ML, Olopade OI, Chinander MR. Power spectral analysis of mammographic parenchymal patterns for breast cancer risk assessment. Journal of Digital Imaging. 21: 145-52. PMID 18175183 DOI: 10.1007/S10278-007-9093-9  0.779
2008 Vokes TJ, Pham A, Wilkie J, Kocherginsky M, Ma SL, Chinander M, Karrison T, Bris O, Giger ML. Reproducibility and sources of variability in radiographic texture analysis of densitometric calcaneal images. Journal of Clinical Densitometry : the Official Journal of the International Society For Clinical Densitometry. 11: 211-20. PMID 18158263 DOI: 10.1016/J.Jocd.2007.10.004  0.81
2008 Hipp E, Bhooshan N, Giger M, Arkani S, Li H, Newstead G. WE-C-332-08: Preliminary Analysis of Morphological Features From T1 and T2 MR Images in the Diagnosis of Breast Cancer Medical Physics. 35: 2941-2941. DOI: 10.1118/1.2962722  0.787
2008 Yuan Y, Giger M, LiL H, Lan L, Sennett C. WE-C-332-07: Comparison of Image Segmentation Methods On Classification Performance of FFDM CAD Medical Physics. 35: 2941-2941. DOI: 10.1118/1.2962721  0.764
2008 Gruszauskas N, Drukker K, Giger M, Chang R, Moon W. WE-C-332-05: Preliminary Robustness Study of a Breast Ultrasound Computer-Aided Diagnosis System Across Different Patient Populations Medical Physics. 35: 2940-2940. DOI: 10.1118/1.2962719  0.408
2008 Bhooshan N, Giger M, Chen W, Jansen S, Li H, Lan L, Newstead G. SU-HH-AUD C-07: Classification of Breast Carcinoma Subtypes Using Computer-Extracted Morphological and Kinetic Features in DCE-MRI Medical Physics. 35: 2855-2855. DOI: 10.1118/1.2962314  0.806
2008 Gruszauskas N, Drukker K, Giger M, Chang R, Moon W. SU-GG-I-149: Preliminary Study of the Accuracy of An Automated Segmentation Algorithm for Sonographic Breast Lesions Across Different Patient Populations Medical Physics. 35: 2676-2676. DOI: 10.1118/1.2961547  0.435
2008 Jamieson A, Giger M, Wilde M, Pesce L, Foster I. SU-GG-I-04: Grid-Computing for Optimization of CAD Medical Physics. 35: 2643-2643. DOI: 10.1118/1.2961402  0.4
2008 Drukker K, Sennett C, Giger M. SU-GG-I-03: Self-Assessment as a Strategy to Improve Performance of Computer-Aided Diagnosis in Breast Ultrasound Medical Physics. 35: 2643-2643. DOI: 10.1118/1.2961401  0.421
2007 King M, Giger ML, Suzuki K, Bardo DM, Greenberg B, Lan L, Pan X. Computerized assessment of motion-contaminated calcified plaques in cardiac multidetector CT. Medical Physics. 34: 4876-89. PMID 18196813 DOI: 10.1118/1.2804718  0.349
2007 King M, Giger ML, Suzuki K, Pan X. Feature-based characterization of motion-contaminated calcified plaques in cardiac multidetector CT. Medical Physics. 34: 4860-75. PMID 18196812 DOI: 10.1118/1.2794172  0.358
2007 Yuan Y, Giger ML, Li H, Suzuki K, Sennett C. A dual-stage method for lesion segmentation on digital mammograms. Medical Physics. 34: 4180-93. PMID 18072482 DOI: 10.1118/1.2790837  0.751
2007 Chen W, Giger ML, Li H, Bick U, Newstead GM. Volumetric texture analysis of breast lesions on contrast-enhanced magnetic resonance images. Magnetic Resonance in Medicine. 58: 562-71. PMID 17763361 DOI: 10.1002/Mrm.21347  0.646
2007 Li H, Giger ML, Olopade OI, Lan L. Fractal analysis of mammographic parenchymal patterns in breast cancer risk assessment. Academic Radiology. 14: 513-21. PMID 17434064 DOI: 10.1016/J.Acra.2007.02.003  0.375
2007 Vokes TJ, Chinander M, Pham A, Wilkie J, Giger M. 68 CLINICAL UTILITY OF RADIOGRAPHIC TEXTURE ANALYSIS PERFORMED ON DENSITOMETRIC CALCANEAL IMAGES. Journal of Investigative Medicine. 55: S359.5-S359. DOI: 10.1136/Jim-55-02-68  0.735
2007 Abbey C, Badawi R, Giger M, Boone J. TU-C-L100F-01: New Issues in Breast Imaging Medical Physics. 34: 2544-2545. DOI: 10.1118/1.2761331  0.446
2007 Wilkie JR, Giger ML, Pesce LL, Engh CA, Hopper RH, Martell JM. Imputation methods for temporal radiographic texture analysis in the detection of periprosthetic osteolysis Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6514. DOI: 10.1117/12.713732  0.685
2007 Lan L, Giger ML, Wilkie JR, Vokes TJ, Chen W, Li H, Lyons T, Chinander MR, Pham A. Automatic selection of region of interest for radiographic texture analysis Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6514. DOI: 10.1117/12.711531  0.767
2007 Vokes T, Kasza K, Wilkie J, Pham A, Giger M. Effect of PTH therapy on radiographic texture analysis (RTA) of the densitometric heel images Journal of Clinical Densitometry. 10: S216. DOI: 10.1016/J.Jocd.2007.03.068  0.732
2006 Chen W, Giger ML, Bick U, Newstead GM. Automatic identification and classification of characteristic kinetic curves of breast lesions on DCE-MRI. Medical Physics. 33: 2878-87. PMID 16964864 DOI: 10.1118/1.2210568  0.624
2006 Horsch K, Giger ML, Vyborny CJ, Lan L, Mendelson EB, Hendrick RE. Classification of breast lesions with multimodality computer-aided diagnosis: observer study results on an independent clinical data set. Radiology. 240: 357-68. PMID 16864666 DOI: 10.1148/Radiol.2401050208  0.419
2006 Vokes TJ, Giger ML, Chinander MR, Karrison TG, Favus MJ, Dixon LB. Radiographic texture analysis of densitometer-generated calcaneus images differentiates postmenopausal women with and without fractures. Osteoporosis International : a Journal Established as Result of Cooperation Between the European Foundation For Osteoporosis and the National Osteoporosis Foundation of the Usa. 17: 1472-82. PMID 16838099 DOI: 10.1007/S00198-006-0089-Y  0.784
2006 Reiser I, Nishikawa RM, Giger ML, Wu T, Rafferty EA, Moore R, Kopans DB. Computerized mass detection for digital breast tomosynthesis directly from the projection images. Medical Physics. 33: 482-91. PMID 16532956 DOI: 10.1118/1.2163390  0.455
2006 Chen W, Giger ML, Bick U. A fuzzy c-means (FCM)-based approach for computerized segmentation of breast lesions in dynamic contrast-enhanced MR images. Academic Radiology. 13: 63-72. PMID 16399033 DOI: 10.1016/J.Acra.2005.08.035  0.621
2006 Giger M. WE‐A‐330A‐01: Breast CAD in the Digital Era Medical Physics. 33: 2224-2224. DOI: 10.1118/1.2241662  0.501
2006 Yuan Y, Giger M, Li H, Suzuki K, Jamieson A, Sennett C. TU-D-330A-03: Comparison of Image Segmentation Algorithms On Digitized Mammograms and FFDM Images for CAD Medical Physics. 33: 2195-2196. DOI: 10.1118/1.2241548  0.759
2006 Bian J, Chen W, Newstead G, Giger M. TU-D-330A-01: Computerized Lesion Detection On Breast MR Images Medical Physics. 33: 2195-2195. DOI: 10.1118/1.2241546  0.617
2006 Wilkie JR, Giger ML, Engh CA, Martell JM. Investigation of temporal radiographic texture analysis for the detection of periprosthetic osteolysis Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6144. DOI: 10.1117/12.653594  0.683
2006 Vokes T, Pham A, Giger M. Additive Value of Bone Density, Clinical Risk Factors (Age) and Radiographic Texture Analysis (RTA) Performed on Densitometric Heel Images in Assessing Bone Fragility Journal of Clinical Densitometry. 9: 244. DOI: 10.1016/J.Jocd.2006.04.080  0.332
2005 Drukker K, Giger ML, Metz CE. Robustness of computerized lesion detection and classification scheme across different breast US platforms. Radiology. 237: 834-40. PMID 16304105 DOI: 10.1148/Radiol.2373041418  0.462
2005 Drukker K, Horsch K, Giger ML. Multimodality computerized diagnosis of breast lesions using mammography and sonography. Academic Radiology. 12: 970-9. PMID 16087091 DOI: 10.1016/J.Acra.2005.04.014  0.458
2005 Li H, Giger ML, Olopade OI, Margolis A, Lan L, Chinander MR. Computerized texture analysis of mammographic parenchymal patterns of digitized mammograms. Academic Radiology. 12: 863-73. PMID 16039540 DOI: 10.1016/J.Acra.2005.03.069  0.787
2005 Drukker K, Gruszauskas N, Giger M. TH-C-I-609-10: Computerized Classification of Non-Biopsied Lesions Seen On Breast Ultrasound Medical Physics. 32: 2156-2156. DOI: 10.1118/1.1998635  0.411
2005 Tomek R, Giger M, Gasparitis A. WE‐C‐I‐609‐06: Computerized Texture Analysis of Abnormal Areae Gastricae On Double‐Contrast Barium Examinations Medical Physics. 32: 2121-2121. DOI: 10.1118/1.1998497  0.349
2005 Wilkie J, Giger M, Chinander M, Engh C, Hopper R, Martell J. WE-C-I-609-05: Temporal Radiographic Texture Analysis for the Detection of Periprosthetic Osteolysis Medical Physics. 32: 2121-2121. DOI: 10.1118/1.1998496  0.744
2005 King M, Giger M, Pan X. MO-D-I-611-05: Characterization of Motion Artifacts On CT-Reconstructed Images Using ROI-Based Features Medical Physics. 32: 2056-2056. DOI: 10.1118/1.1998249  0.363
2005 Reiser I, Nishikawa R, Giger M, Rafferty E, Moore R, Kopans D, Wu T. SU-EE-A2-02: Efficient Automatic Pre-Selection of Mass Lesion Candidates in DBT Breast Volumes Medical Physics. 32: 1897-1897. DOI: 10.1118/1.1997454  0.361
2004 Giger ML. Computerized analysis of images in the detection and diagnosis of breast cancer. Seminars in Ultrasound, Ct, and Mr. 25: 411-8. PMID 15559124 DOI: 10.1053/J.Sult.2004.07.003  0.5
2004 Reiser I, Nishikawa RM, Giger ML, Wu T, Rafferty E, Moore RH, Kopans DB. Computerized detection of mass lesions in digital breast tomosynthesis images using two- and three dimensional radial gradient index segmentation. Technology in Cancer Research & Treatment. 3: 437-41. PMID 15453808 DOI: 10.1177/153303460400300504  0.469
2004 Chen W, Giger ML, Lan L, Bick U. Computerized interpretation of breast MRI: investigation of enhancement-variance dynamics. Medical Physics. 31: 1076-82. PMID 15191295 DOI: 10.1118/1.1695652  0.642
2004 Drukker K, Giger ML, Vyborny CJ, Mendelson EB. Computerized detection and classification of cancer on breast ultrasound. Academic Radiology. 11: 526-35. PMID 15147617 DOI: 10.1016/S1076-6332(03)00723-2  0.457
2004 Wilkie JR, Giger ML, Chinander MR, Vokes TJ, Li H, Dixon L, Jaros V. Comparison of radiographic texture analysis from computed radiography and bone densitometry systems. Medical Physics. 31: 882-91. PMID 15125006 DOI: 10.1118/1.1650529  0.791
2004 Wilkie JR, Giger ML, Chinander MR, Vokes TJ, Nishikawa RM, Carlin MD. Investigation of physical image quality indices of a bone densitometry system. Medical Physics. 31: 873-81. PMID 15125005 DOI: 10.1118/1.1650528  0.795
2004 Li H, Giger ML, Huo Z, Olopade OI, Lan L, Weber BL, Bonta I. Computerized analysis of mammographic parenchymal patterns for assessing breast cancer risk: effect of ROI size and location. Medical Physics. 31: 549-55. PMID 15070253 DOI: 10.1118/1.1644514  0.428
2004 Horsch K, Giger ML, Vyborny CJ, Venta LA. Performance of computer-aided diagnosis in the interpretation of lesions on breast sonography. Academic Radiology. 11: 272-80. PMID 15035517 DOI: 10.1016/S1076-6332(03)00719-0  0.407
2004 Chen W, Giger M, Newstead G, Bick U, Lan L. Computerized assessment of tumor extent in contrast-enhanced MR images of the breast International Congress Series. 1268: 1353. DOI: 10.1016/j.ics.2004.03.284  0.534
2004 Chinander MR, Giger ML, Jaros V, Vokes TJ, Li H. Texture analysis of peripheral bone densitometry images to aid the assessment of risk for fracture International Congress Series. 1268: 1362. DOI: 10.1016/j.ics.2004.03.078  0.764
2003 Carson PL, Giger M. Biomedical Imaging Research Opportunities Workshop: report and recommendations overview of the workshop. Academic Radiology. 10: 882-6. PMID 12945923 DOI: 10.1016/S1076-6332(03)00059-X  0.336
2003 Drukker K, Giger ML, Mendelson EB. Computerized analysis of shadowing on breast ultrasound for improved lesion detection. Medical Physics. 30: 1833-42. PMID 12906202 DOI: 10.1118/1.1584042  0.469
2002 Armato SG, Li F, Giger ML, MacMahon H, Sone S, Doi K. Lung cancer: performance of automated lung nodule detection applied to cancers missed in a CT screening program. Radiology. 225: 685-92. PMID 12461246 DOI: 10.1148/Radiol.2253011376  0.599
2002 Huo Z, Giger ML, Olopade OI, Wolverton DE, Weber BL, Metz CE, Zhong W, Cummings SA. Computerized analysis of digitized mammograms of BRCA1 and BRCA2 gene mutation carriers. Radiology. 225: 519-26. PMID 12409590 DOI: 10.1148/Radiol.2252010845  0.333
2002 Drukker K, Giger ML, Horsch K, Kupinski MA, Vyborny CJ, Mendelson EB. Computerized lesion detection on breast ultrasound. Medical Physics. 29: 1438-46. PMID 12148724 DOI: 10.1118/1.1485995  0.691
2002 Huo Z, Giger ML, Vyborny CJ, Metz CE. Breast cancer: effectiveness of computer-aided diagnosis observer study with independent database of mammograms. Radiology. 224: 560-8. PMID 12147857 DOI: 10.1148/Radiol.2242010703  0.398
2002 Horsch K, Giger ML, Venta LA, Vyborny CJ. Computerized diagnosis of breast lesions on ultrasound. Medical Physics. 29: 157-64. PMID 11865987 DOI: 10.1118/1.1429239  0.392
2002 Huo Z, Giger ML, Vyborny CJ. Computerized analysis of multiple-mammographic views: potential usefulness of special view mammograms in computer-aided diagnosis. Ieee Transactions On Medical Imaging. 20: 1285-92. PMID 11811828 DOI: 10.1109/42.974923  0.392
2002 Giger ML, Karssemeijer N, Armato SG. Computer-aided diagnosis in medical imaging. Ieee Transactions On Medical Imaging. 20: 1205-8. PMID 11811820 DOI: 10.1109/Tmi.2001.974915  0.593
2002 Horsch K, Giger ML, Venta LA, Vyborny CJ. Automatic segmentation of breast lesions on ultrasound. Medical Physics. 28: 1652-9. PMID 11548934 DOI: 10.1118/1.1386426  0.424
2002 Armato SG, Giger ML, MacMahon H. Automated detection of lung nodules in CT scans: preliminary results. Medical Physics. 28: 1552-61. PMID 11548926 DOI: 10.1118/1.1387272  0.573
2001 Kupinski MA, Edwards DC, Giger ML, Metz CE. Ideal observer approximation using Bayesian classification neural networks. Ieee Transactions On Medical Imaging. 20: 886-99. PMID 11585206 DOI: 10.1109/42.952727  0.577
2001 Huo Z, Giger ML, Vyborny CJ, Wolverton DE, Metz CE. Computerized classification of benign and malignant masses on digitized mammograms: a study of robustness. Academic Radiology. 7: 1077-84. PMID 11131052 DOI: 10.1016/S1076-6332(00)80060-4  0.321
2000 Vyborny CJ, Giger ML, Nishikawa RM. Computer-aided detection and diagnosis of breast cancer Radiologic Clinics of North America. 38: 725-740. PMID 10943274 DOI: 10.1016/S0033-8389(05)70197-4  0.365
2000 Armato SG, Giger ML, Chen CT, Vyborny CJ, Ryan J, MacMahon H. Automated registration of frontal and lateral radionuclide lung scans with digital chest radiographs. Academic Radiology. 7: 530-9. PMID 10902962 DOI: 10.1016/S1076-6332(00)80326-8  0.571
2000 Chinander MR, Giger ML, Martell JM, Favus MJ. Computerized analysis of radiographic bone patterns: effect of imaging conditions on performance. Medical Physics. 27: 75-85. PMID 10659740 DOI: 10.1118/1.598858  0.778
2000 Huo Z, Giger ML, Wolverton DE, Zhong W, Cumming S, Olopade OI. Computerized analysis of mammographic parenchymal patterns for breast cancer risk assessment: feature selection. Medical Physics. 27: 4-12. PMID 10659732 DOI: 10.1118/1.598851  0.375
2000 Jiang C, Giger ML, Kwak SM, Chinander MR, Martell JM, Favus MJ. Normalized BMD as a predictor of bone strength. Academic Radiology. 7: 33-9. PMID 10645456 DOI: 10.1016/S1076-6332(00)80441-9  0.751
2000 Giger M. Computer-aided diagnosis of breast lesions in medical images Computing in Science & Engineering. 2: 39-45. DOI: 10.1109/5992.877391  0.468
1999 Giger ML, Al-Hallaq H, Huo Z, Moran C, Wolverton DE, Chan CW, Zhong W. Computerized analysis of lesions in US images of the breast. Academic Radiology. 6: 665-74. PMID 10894069 DOI: 10.1016/S1076-6332(99)80115-9  0.46
1999 Chinander MR, Giger ML, Martell JM, Jiang C, Favus MJ. Computerized radiographic texture measures for characterizing bone strength: a simulated clinical setup using femoral neck specimens. Medical Physics. 26: 2295-300. PMID 10587210 DOI: 10.1118/1.598743  0.767
1999 Kupinski MA, Giger ML. Feature selection with limited datasets. Medical Physics. 26: 2176-82. PMID 10535635 DOI: 10.1118/1.598821  0.619
1999 Huo Z, Giger ML, Metz CE. Effect of dominant features on neural network performance in the classification of mammographic lesions. Physics in Medicine and Biology. 44: 2579-95. PMID 10533930 DOI: 10.1088/0031-9155/44/10/315  0.352
1999 Armato SG, Giger ML, Moran CJ, Blackburn JT, Doi K, MacMahon H. Computerized detection of pulmonary nodules on CT scans. Radiographics : a Review Publication of the Radiological Society of North America, Inc. 19: 1303-11. PMID 10489181 DOI: 10.1148/Radiographics.19.5.G99Se181303  0.649
1999 Jiang C, Giger ML, Chinander MR, Martell JM, Kwak S, Favus MJ. Characterization of bone quality using computer-extracted radiographic features. Medical Physics. 26: 872-9. PMID 10436887 DOI: 10.1118/1.598604  0.764
1999 Armato SG, Giger ML, MacMahon H. Computerized analysis of abnormal asymmetry in digital chest radiographs: evaluation of potential utility. Journal of Digital Imaging. 12: 34-42. PMID 10036666 DOI: 10.1007/Bf03168625  0.606
1999 Jiang Y, Nishikawa RM, Schmidt RA, Metz CE, Giger ML, Doi K. Improving breast cancer diagnosis with computer-aided diagnosis. Academic Radiology. 6: 22-33. PMID 9891149 DOI: 10.1016/S1076-6332(99)80058-0  0.5
1998 Kupinski MA, Giger ML. Automated seeded lesion segmentation on digital mammograms. Ieee Transactions On Medical Imaging. 17: 510-7. PMID 9845307 DOI: 10.1109/42.730396  0.647
1998 Gilhuijs KG, Giger ML, Bick U. Computerized analysis of breast lesions in three dimensions using dynamic magnetic-resonance imaging. Medical Physics. 25: 1647-54. PMID 9775369 DOI: 10.1118/1.598345  0.467
1998 Armato SG, Giger ML, Ashizawa K, MacMahon H. Automated lung segmentation in digital lateral chest radiographs. Medical Physics. 25: 1507-20. PMID 9725142 DOI: 10.1118/1.598331  0.588
1998 Armato SG, Giger ML, MacMahon H. Computerized delineation and analysis of costophrenic angles in digital chest radiographs. Academic Radiology. 5: 329-35. PMID 9597100 DOI: 10.1016/S1076-6332(98)80151-7  0.545
1998 Armato SG, Giger ML, MacMahon H. Automated lung segmentation in digitized posteroanterior chest radiographs. Academic Radiology. 5: 245-55. PMID 9561257 DOI: 10.1016/S1076-6332(98)80223-7  0.535
1998 Huo Z, Giger ML, Vyborny CJ, Wolverton DE, Schmidt RA, Doi K. Automated computerized classification of malignant and benign masses on digitized mammograms. Academic Radiology. 5: 155-68. PMID 9522881 DOI: 10.1016/S1076-6332(98)80278-X  0.474
1997 Doi K, Giger ML, Nishikawa RM, Schmidt RA. Computer-Aided Diagnosis of Breast Cancer on Mammograms. Breast Cancer (Tokyo, Japan). 4: 228-233. PMID 11091604 DOI: 10.1007/Bf02966511  0.571
1997 Xu XW, Doi K, Kobayashi T, MacMahon H, Giger ML. Development of an improved CAD scheme for automated detection of lung nodules in digital chest images. Medical Physics. 24: 1395-403. PMID 9304567 DOI: 10.1118/1.598028  0.522
1997 Armato SG, Giger ML, MacMahon H, Chen CT, Vyborny CJ. Automated registration of ventilation-perfusion images with digital chest radiographs. Academic Radiology. 4: 183-92. PMID 9084775 DOI: 10.1016/S1076-6332(05)80289-2  0.6
1997 Doi K, Giger ML, Nishikawa RM, Schmidt RA. Computer-aided diagnosis of breast cancer on mammograms Breast Cancer. 4: 228-233. DOI: 10.1007/BF02966511  0.507
1996 Bick U, Giger ML, Schmidt RA, Nishikawa RM, Doi K. Density correction of peripheral breast tissue on digital mammograms. Radiographics : a Review Publication of the Radiological Society of North America, Inc. 16: 1403-11. PMID 8946544 DOI: 10.1148/Radiographics.16.6.8946544  0.495
1996 Zhang W, Doi K, Giger ML, Nishikawa RM, Schmidt RA. An improved shift-invariant artificial neural network for computerized detection of clustered microcalcifications in digital mammograms. Medical Physics. 23: 595-601. PMID 8860907 DOI: 10.1118/1.597891  0.5
1996 Yoshida H, Doi K, Nishikawa RM, Giger ML, Schmidt RA. An improved computer-assisted diagnostic scheme using wavelet transform for detecting clustered microcalcifications in digital mammograms. Academic Radiology. 3: 621-7. PMID 8796725 DOI: 10.1016/S1076-6332(96)80186-3  0.398
1996 Giger ML, Pelizzari CA. Advances in tumor imaging. Scientific American. 275: 110-2. PMID 8701277 DOI: 10.1038/Scientificamerican0996-110  0.32
1996 Jiang Y, Nishikawa RM, Wolverton DE, Metz CE, Giger ML, Schmidt RA, Vyborny CJ, Doi K. Malignant and benign clustered microcalcifications: automated feature analysis and classification. Radiology. 198: 671-8. PMID 8628853 DOI: 10.1148/Radiology.198.3.8628853  0.48
1996 Yoshida H, Nishikawa RM, Giger ML, Doi K. Signal/background separation by wavelet packets for detection of microcalcifications in mammograms Proceedings of Spie - the International Society For Optical Engineering. 2825: 805-811. DOI: 10.1117/12.255304  0.386
1995 Bick U, Giger ML, Schmidt RA, Nishikawa RM, Wolverton DE, Doi K. Automated segmentation of digitized mammograms. Academic Radiology. 2: 1-9. PMID 9419517 DOI: 10.1016/S1076-6332(05)80239-9  0.532
1995 Huo Z, Giger ML, Vyborny CJ, Bick U, Lu P, Wolverton DE, Schmidt RA. Analysis of spiculation in the computerized classification of mammographic masses. Medical Physics. 22: 1569-79. PMID 8551981 DOI: 10.1118/1.597626  0.352
1995 Armato SG, Giger ML, MacMahon H. Computerized detection of abnormal asymmetry in digital chest radiographs. Medical Physics. 21: 1761-8. PMID 7891638 DOI: 10.1118/1.597216  0.583
1995 Nishikawa RM, Doi K, Giger ML, Schmidt RA, Vyborny CJ, Monnier-Cholley L, Papaioannou J, Lu P. Computerized detection of clustered microcalcifications: evaluation of performance on mammograms from multiple centers. Radiographics : a Review Publication of the Radiological Society of North America, Inc. 15: 443-52. PMID 7761647 DOI: 10.1148/Radiographics.15.2.7761647  0.497
1995 Doi K, Giger ML, Nishikawa RM, Hoffmann KR, MacMahon H, Schmidt RA. Potential usefulness of digital imaging in clinical diagnostic radiology: computer-aided diagnosis. Journal of Digital Imaging. 8: 2-7. PMID 7734533 DOI: 10.1007/Bf03168057  0.475
1995 Nishikawa RM, Giger ML, Doi K, Vyborny CJ, Schmidt RA. Computer-aided detection of clustered microcalcifications on digital mammograms. Medical & Biological Engineering & Computing. 33: 174-8. PMID 7643656 DOI: 10.1007/Bf02523037  0.477
1995 Wu YC, Doi K, Giger ML. Detection of lung nodules in digital chest radiographs using artificial neural networks: a pilot study. Journal of Digital Imaging. 8: 88-94. PMID 7612706 DOI: 10.1007/Bf03168131  0.436
1995 Wu Y, Doi K, Giger M. Erratum to: Detection of lung nodules in digital chest radiographs using artificial neural networks: A pilot study Journal of Digital Imaging. 8: 149-149. DOI: 10.1007/BF03168090  0.31
1994 Abe K, Doi K, MacMahon H, Giger ML, Jia H, Chen X, Kano A, Yanagisawa T. Computer-aided diagnosis in chest radiography. Preliminary experience. Investigative Radiology. 28: 987-93. PMID 8276583 DOI: 10.1097/00004424-199311000-00002  0.448
1994 Kano A, Doi K, MacMahon H, Hassell DD, Giger ML. Digital image subtraction of temporally sequential chest images for detection of interval change. Medical Physics. 21: 453-61. PMID 8208221 DOI: 10.1118/1.597308  0.523
1994 Yin FF, Giger ML, Doi K, Vyborny CJ, Schmidt RA. Computerized detection of masses in digital mammograms: automated alignment of breast images and its effect on bilateral-subtraction technique. Medical Physics. 21: 445-52. PMID 8208220 DOI: 10.1118/1.597307  0.565
1994 Nishikawa RM, Giger ML, Doi K, Metz CE, Yin FF, Vyborny CJ, Schmidt RA. Effect of case selection on the performance of computer-aided detection schemes. Medical Physics. 21: 265-9. PMID 8177159 DOI: 10.1118/1.597287  0.459
1994 Yin FF, Giger ML, Doi K, Vyborny CJ, Schmidt RA. Computerized detection of masses in digital mammograms: investigation of feature-analysis techniques. Journal of Digital Imaging. 7: 18-26. PMID 8172975 DOI: 10.1007/Bf03168475  0.503
1994 Giger ML, Vyborny CJ, Schmidt RA. Computerized characterization of mammographic masses: analysis of spiculation. Cancer Letters. 77: 201-11. PMID 8168067 DOI: 10.1016/0304-3835(94)90103-1  0.364
1994 Vyborny CJ, Giger ML. Computer vision and artificial intelligence in mammography. Ajr. American Journal of Roentgenology. 162: 699-708. PMID 8109525 DOI: 10.2214/Ajr.162.3.8109525  0.391
1994 Zhang W, Doi K, Giger ML, Wu Y, Nishikawa RM, Schmidt RA. Computerized detection of clustered microcalcifications in digital mammograms using a shift-invariant artificial neural network. Medical Physics. 21: 517-24. PMID 8058017 DOI: 10.1118/1.597177  0.401
1994 Giger ML, Bae KT, MacMahon H. Computerized detection of pulmonary nodules in computed tomography images. Investigative Radiology. 29: 459-65. PMID 8034453 DOI: 10.1097/00004424-199404000-00013  0.329
1994 Hoffmann KR, Doi K, MacMahon H, Giger ML, Nishikawa RM, Xu XW, Yao L, Kano A, Carlin M. Development of a digital duplication system for portable chest radiographs. Journal of Digital Imaging. 7: 146-53. PMID 7948174 DOI: 10.1007/Bf03168508  0.479
1994 Wu YC, Doi K, Giger ML, Metz CE, Zhang W. Reduction of false positives in computerized detection of lung nodules in chest radiographs using artificial neural networks, discriminant analysis, and a rule-based scheme. Journal of Digital Imaging. 7: 196-207. PMID 7858017 DOI: 10.1007/Bf03168540  0.487
1993 Bae KT, Giger ML, Chen CT, Kahn CE. Automatic segmentation of liver structure in CT images. Medical Physics. 20: 71-8. PMID 8455515 DOI: 10.1118/1.597064  0.351
1993 Wu Y, Giger ML, Doi K, Vyborny CJ, Schmidt RA, Metz CE. Artificial neural networks in mammography: application to decision making in the diagnosis of breast cancer. Radiology. 187: 81-7. PMID 8451441 DOI: 10.1148/Radiology.187.1.8451441  0.492
1993 Caligiuri P, Giger ML, Favus MJ, Jia H, Doi K, Dixon LB. Computerized radiographic analysis of osteoporosis: preliminary evaluation. Radiology. 186: 471-4. PMID 8421753 DOI: 10.1148/Radiology.186.2.8421753  0.409
1993 Doi K, Giger ML, Nishikawa RM, Hoffmann KR, MacMahon H, Schmidt RA, Chua KG. Digital radiography. A useful clinical tool for computer-aided diagnosis by quantitative analysis of radiographic images. Acta Radiologica (Stockholm, Sweden : 1987). 34: 426-39. PMID 8369177 DOI: 10.3109/02841859309175379  0.517
1993 Wu Y, Doi K, Metz CE, Asada N, Giger ML. Simulation studies of data classification by artificial neural networks: potential applications in medical imaging and decision making. Journal of Digital Imaging. 6: 117-25. PMID 8334172 DOI: 10.1007/Bf03168438  0.448
1993 Yin FF, Giger ML, Vyborny CJ, Doi K, Schmidt RA. Comparison of bilateral-subtraction and single-image processing techniques in the computerized detection of mammographic masses. Investigative Radiology. 28: 473-81. PMID 8320064 DOI: 10.1097/00004424-199306000-00001  0.5
1993 Giger ML, Doi K, MacMahon H, Nishikawa RM, Hoffmann KR, Vyborny CJ, Schmidt RA, Jia H, Abe K, Chen X. An "intelligent" workstation for computer-aided diagnosis. Radiographics : a Review Publication of the Radiological Society of North America, Inc. 13: 647-56. PMID 8316671 DOI: 10.1148/Radiographics.13.3.8316671  0.455
1993 MacMahon H, Xu XW, Hoffmann KR, Giger ML, Yoshimura H, Doi K, Carlin M, Kano A, Yao L, Abe K. Clinical experience with an advanced laser digitizer for cost-effective digital radiography. Radiographics : a Review Publication of the Radiological Society of North America, Inc. 13: 635-45; discussion 6. PMID 8316670 DOI: 10.1148/Radiographics.13.3.8316670  0.444
1993 Nishikawa RM, Giger ML, Doi K, Vyborny CJ, Schmidt RA. Computer-aided detection of clustered microcalcifications: an improved method for grouping detected signals. Medical Physics. 20: 1661-6. PMID 8309438 DOI: 10.1118/1.596952  0.417
1992 Yin FF, Giger ML, Doi K, Yoshimura H, Xu XW, Nishikawa RM. Evaluation of imaging properties of a laser film digitizer Physics in Medicine and Biology. 37: 273-280. PMID 1741429 DOI: 10.1088/0031-9155/37/1/020  0.435
1992 Matsumoto T, Yoshimura H, Giger ML, Doi K, MacMahon H, Montner SM, Nakanishi T. Potential usefulness of computerized nodule detection in screening programs for lung cancer. Investigative Radiology. 27: 471-5. PMID 1607261 DOI: 10.1097/00004424-199206000-00013  0.461
1992 Yoshimura H, Giger ML, Doi K, MacMahon H, Montner SM. Computerized scheme for the detection of pulmonary nodules. A nonlinear filtering technique. Investigative Radiology. 27: 124-9. PMID 1601603 DOI: 10.1097/00004424-199202000-00005  0.491
1992 Brailean JC, Little D, Giger ML, Chen CT, Sullivan BJ. Application of the EM algorithm to radiographic images. Medical Physics. 19: 1175-82. PMID 1435595 DOI: 10.1118/1.596895  0.329
1992 Matsumoto T, Yoshimura H, Doi K, Giger ML, Kano A, MacMahon H, Abe K, Montner SM. Image feature analysis of false-positive diagnoses produced by automated detection of lung nodules. Investigative Radiology. 27: 587-97. PMID 1428736 DOI: 10.1097/00004424-199208000-00006  0.473
1992 Caliguiri P, Giger ML, Favus M, Jia H, Doi K, Carrascal F, L. Dixon AT. COMPUTERIZED ANALYSIS OF BONE STRUCTURE FOR ASSESSMENT OF OSTEOPOROSIS Investigative Radiology. 27: 1093. DOI: 10.1097/00004424-199212000-00079  0.403
1992 Monaner SM, MacMahon H, Doi K, Xu XW, Hoffman K, Giger ML, Carlin M. DIGITAL DUPLICATION OF PORTABLE RADIOGRAPHS; A PRACTICAL TECHNIQUE FOR IMPROVED SERVICE AND COST CONTAINMENT Investigative Radiology. 27: 1082. DOI: 10.1097/00004424-199212000-00039  0.373
1992 Kano A, Matsumoto T, Yoshimura H, Dol K, Giger ML, MacMahon H, Abe K, Monter S. Image Feature Analysis of False-Positives Produced by an Automated Computerized Scheme for the Detection of Putmonary Nodules in Digital Chest Radiographs Investigative Radiology. 27: 1082. DOI: 10.1097/00004424-199212000-00038  0.386
1991 Yin FF, Giger ML, Doi K. Measurement of the presampling modulation transfer function of film digitizers using a curve fitting technique. Medical Physics. 17: 962-6. PMID 2280739 DOI: 10.1118/1.596463  0.424
1991 Asada N, Doi K, MacMahon H, Montner SM, Giger ML, Abe C, Wu Y. Potential usefulness of an artificial neural network for differential diagnosis of interstitial lung diseases: pilot study. Radiology. 177: 857-60. PMID 2244001 DOI: 10.1148/Radiology.177.3.2244001  0.405
1991 MacMahon H, Sanada S, Doi K, Giger M, Xu XW, Yin FF, Montner SM, Carlin M. Direct comparison of conventional and computed radiography with a dual-image recording technique. Radiographics : a Review Publication of the Radiological Society of North America, Inc. 11: 259-68. PMID 2028063 DOI: 10.1148/Radiographics.11.2.2028063  0.506
1991 MacMahon H, Doi K, Sanada S, Montner SM, Giger ML, Metz CE, Nakamori N, Yin FF, Xu XW, Yonekawa H. Data compression: effect on diagnostic accuracy in digital chest radiography. Radiology. 178: 175-9. PMID 1984299 DOI: 10.1148/Radiology.178.1.1984299  0.502
1991 Yin FF, Giger ML, Doi K, Metz CE, Vyborny CJ, Schmidt RA. Computerized detection of masses in digital mammograms: analysis of bilateral subtraction images. Medical Physics. 18: 955-63. PMID 1961160 DOI: 10.1118/1.596610  0.527
1991 Sanada S, Doi K, Xu XW, Yin FF, Giger ML, MacMahon H. Comparison of imaging properties of a computed radiography system and screen-film systems. Medical Physics. 18: 414-20. PMID 1870484 DOI: 10.1118/1.596688  0.485
1991 SANADA S, DOI K, XU X, YIN F, GIGER ML, MACMAHON H, YU X. 6. COMPARISON OF IMAGING PROPERTIES OF A COMPUTED RADIOGRAPHY SYSTEM AND SCREEN-FILM SYSTEMS EVALUATED IN THE UNIVERSITY OF CHICAGO Japanese Journal of Radiological Technology. 47: 870-874. DOI: 10.6009/Jjrt.Kj00003323653  0.44
1990 MacMahon H, Doi K, Chan HP, Giger ML, Katsuragawa S, Nakamori N. Computer-aided diagnosis in chest radiology. Journal of Thoracic Imaging. 5: 67-76. PMID 2299705 DOI: 10.1097/00005382-199001000-00011  0.521
1990 Giger ML, Doi K, MacMahon H, Metz CE, Yin FF. Pulmonary nodules: computer-aided detection in digital chest images. Radiographics : a Review Publication of the Radiological Society of North America, Inc. 10: 41-51. PMID 2296696 DOI: 10.1148/Radiographics.10.1.2296696  0.525
1990 Giger ML, Ahn N, Doi K, MacMahon H, Metz CE. Computerized detection of pulmonary nodules in digital chest images: use of morphological filters in reducing false-positive detections. Medical Physics. 17: 861-5. PMID 2233573 DOI: 10.1118/1.596478  0.479
1990 Schmidt RA, Doi K, Sekiya M, Xu XW, Giger ML, Lu CT, Mojtahedi S, MacMahon H. Evaluation of radiographs developed by a new ultrarapid film processing system. Ajr. American Journal of Roentgenology. 154: 1107-10. PMID 2108553 DOI: 10.2214/Ajr.154.5.2108553  0.466
1990 Giger ML, Yoshimura H, Bae T, Doi K, MacMahon H, Montner S, Metz CE. COMPUTER VISION SCHEMES FOR LUNG CANCER DETECTION Investigative Radiology. 25: 1352. DOI: 10.1097/00004424-199012000-00044  0.393
1990 Asada N, Doi K, MacMahon H, Montner S, Giger ML, Abe C. A NEURAL NETWORK APPROACH FOR DIFFERENTIAL DIAGNOSIS OF INTERSTITIAL LUNG DISEASES Investigative Radiology. 25: 1348. DOI: 10.1097/00004424-199012000-00029  0.391
1989 Fraser RG, Sanders C, Barnes GT, MacMahon H, Giger ML, Doi K, Templeton AW, Cox GG, Dwyer SJ, Merritt CR. Digital imaging of the chest. Radiology. 171: 297-307. PMID 2649913 DOI: 10.1148/Radiology.171.2.2649913  0.507
1989 Ohara K, Doi K, Metz CE, Giger ML. Investigation of basic imaging properties in digital radiography. 13. Effect of simple structured noise on the detectability of simulated stenotic lesions. Medical Physics. 16: 14-21. PMID 2646515 DOI: 10.1118/1.596391  0.475
1988 MacMahon H, Metz CE, Doi K, Kim T, Giger ML, Chan HP. Digital chest radiography: effect on diagnostic accuracy of hard copy, conventional video, and reversed gray scale video display formats. Radiology. 168: 669-73. PMID 3406396 DOI: 10.1148/Radiology.168.3.3406396  0.442
1988 Fujita H, Giger ML, Doi K. Investigation of basic imaging properties in digital radiography. 12. Effect of matrix configuration on spatial resolution. Medical Physics. 15: 384-90. PMID 3405142 DOI: 10.1118/1.596236  0.438
1988 Giger ML, Doi K, MacMahon H. Image feature analysis and computer-aided diagnosis in digital radiography. 3. Automated detection of nodules in peripheral lung fields. Medical Physics. 15: 158-66. PMID 3386584 DOI: 10.1118/1.596247  0.479
1987 Kume Y, Doi K, Ohara K, Giger ML. Investigation of basic imaging properties in digital radiography 10. Structure mottle of II-TV digital imaging systems. Medical Physics. 13: 843-9. PMID 3796481 DOI: 10.1118/1.595808  0.486
1987 Giger ML, Doi K. Effect of pixel size on detectability of low-contrast signals in digital radiography. Journal of the Optical Society of America. a, Optics and Image Science. 4: 966-75. PMID 3598748 DOI: 10.1364/Josaa.4.000966  0.434
1987 Fujita H, Doi K, MacMahon H, Kume Y, Giger ML, Hoffmann KR, Katafuchi T, Ohara K, Chan HP. Basic imaging properties of a large image intensifier-TV digital chest radiographic system. Investigative Radiology. 22: 328-35. PMID 3583653 DOI: 10.1097/00004424-198704000-00009  0.524
1986 Fujita H, Doi K, Giger ML. Investigation of basic imaging properties in digital radiography. 6. MTFs of II-TV digital imaging systems. Medical Physics. 12: 713-20. PMID 4079861 DOI: 10.1118/1.595653  0.493
1986 Fujita H, Doi K, Giger ML, Chan HP. Investigation of basic imaging properties in digital radiography. 5. Characteristic curves of II-TV digital systems. Medical Physics. 13: 13-8. PMID 3951404 DOI: 10.1118/1.595932  0.446
1986 Doi K, Fujita H, Ohara K, Ono K, Matsui H, Giger ML, Chan HP. Digital radiographic imaging system with multiple-slit scanning x-ray beam: preliminary report. Radiology. 161: 513-8. PMID 3763924 DOI: 10.1148/Radiology.161.2.3763924  0.478
1986 Giger ML, Ohara K, Doi K. Investigation of basic imaging properties in digital radiography. 9. Effect of displayed grey levels on signal detection. Medical Physics. 13: 312-8. PMID 3724690 DOI: 10.1118/1.595919  0.423
1986 Ohara K, Chan HP, Doi K, Giger ML, Fujita H. Investigation of basic imaging properties in digital radiography. 8. Detection of simulated low-contrast objects in digital subtraction angiographic images. Medical Physics. 13: 304-11. PMID 3724689 DOI: 10.1118/1.595918  0.485
1986 Giger ML, Doi K, Fujita H. Investigation of basic imaging properties in digital radiography. 7. Noise Wiener spectra of II-TV digital imaging systems. Medical Physics. 13: 131-8. PMID 3517612 DOI: 10.1118/1.595937  0.472
1985 Giger ML, Doi K, Metz CE. Investigation of basic imaging properties in digital radiography. 2. Noise Wiener spectrum. Medical Physics. 11: 797-805. PMID 6513887 DOI: 10.1118/1.595583  0.473
1985 Giger ML, Doi K. Investigation of basic imaging properties in digital radiography. 3. Effect of pixel size on SNR and threshold contrast. Medical Physics. 12: 201-8. PMID 4000077 DOI: 10.1118/1.595708  0.431
1985 Fujita H, Doi K, Chan HP, Giger ML, Duda EE. Dynamic and static phantoms for evaluation of digital subtraction angiographic systems. Radiology. 155: 799-803. PMID 3890012 DOI: 10.1148/Radiology.155.3.3890012  0.482
1984 Giger ML, Doi K. Investigation of basic imaging properties in digital radiography. I. Modulation transfer function. Medical Physics. 11: 287-95. PMID 6738452 DOI: 10.1118/1.595629  0.468
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