Maryellen L. Giger - Publications

Medical Physics University of Chicago, Chicago, IL 
Radiation Physics, Radiology

102 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
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  0.4
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  0.76
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  0.76
2019 Miller TA, Robinson KR, Li H, Seiwert TY, Haraf DJ, Lan L, Giger ML, Ginat DT. Prognostic value of pre-treatment CT texture analysis in combination with change in size of the primary tumor in response to induction chemotherapy for HPV-positive oropharyngeal squamous cell carcinoma. Quantitative Imaging in Medicine and Surgery. 9: 399-408. PMID 31032187 DOI: 10.21037/qims.2019.03.08  0.76
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  0.76
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  0.76
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  0.76
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  0.4
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  0.4
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  0.4
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  0.4
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  0.76
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  0.4
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  0.76
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  0.76
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  0.76
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  0.4
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  0.76
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  0.76
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  0.4
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  0.76
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  0.76
2016 Ko K, Wang J, Perper S, Jiang Y, Yanez D, Kaverina N, Ai J, Liarski VM, Chang A, Peng Y, Lan L, Westmoreland S, Olson L, Giger ML, Wang LC, et al. BCL-2 as a Therapeutic Target in Human Tubulointerstitial Inflammation. Arthritis & Rheumatology (Hoboken, N.J.). PMID 27159593 DOI: 10.1002/art.39744  0.44
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  0.76
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  0.4
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  0.76
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  0.68
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  0.68
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  0.4
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  0.4
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  0.68
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  0.68
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  0.4
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  0.76
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  0.68
2014 Liarski VM, Kaverina N, Chang A, Brandt D, Yanez D, Talasnik L, Carlesso G, Herbst R, Utset TO, Labno C, Peng Y, Jiang Y, Giger ML, Clark MR. Cell distance mapping identifies functional T follicular helper cells in inflamed human renal tissue. Science Translational Medicine. 6: 230ra46. PMID 24695686 DOI: 10.1126/scitranslmed.3008146  0.68
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  0.68
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  0.68
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  0.4
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  0.76
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  0.4
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  0.68
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  0.68
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  0.68
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  0.68
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  0.76
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  0.68
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  0.68
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  0.76
2010 Jamieson AR, Giger ML, Drukker K, Pesce LL. Enhancement of breast CADx with unlabeled dataa). Medical Physics. 37: 4155-4172. PMID 28524319 DOI: 10.1118/1.3455704  0.4
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  0.4
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  0.76
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  0.68
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  0.76
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  0.68
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  0.56
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  0.68
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  0.76
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  0.52
2008 Yuan Y, Giger ML, Li H, Sennett C. Correlative feature analysis on FFDM. Medical Physics. 35: 5490-500. PMID 19175108  0.76
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  0.56
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  0.68
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  0.68
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  0.68
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  0.68
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  0.68
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  0.56
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  0.76
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  0.68
2007 King M, Giger ML, Suzuki K, Bardo DME, Greenberg B, Lan L, Pan X. Computerized assessment of motion-contaminated calcified plaques in cardiac multidetector CT. Medical Physics. 34: 4876-4889. PMID 28523813 DOI: 10.1118/1.2804718  0.44
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  0.44
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  0.4
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  0.76
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  0.76
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  0.76
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  0.52
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  0.44
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  0.68
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  0.52
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  0.56
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  0.4
2005 Partain CL, Chan HP, Gelovani JG, Giger ML, Izatt JA, Jolesz FA, Kandarpa K, Li KC, McNitt-Gray M, Napel S, Summers RM, Gazelle GS. Biomedical Imaging Research Opportunities Workshop II: report and recommendations. Radiology. 236: 389-403. PMID 16040898 DOI: 10.1148/radiol.2362041876  0.68
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  0.76
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  0.52
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  0.4
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  0.68
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  0.68
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  0.76
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  0.4
2004 Edwards DC, Lan L, Metz CE, Giger ML, Nishikawa RM. Estimating three-class ideal observer decision variables for computerized detection and classification of mammographic mass lesions. Medical Physics. 31: 81-90. PMID 14761024 DOI: 10.1118/1.1631912  0.68
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  0.68
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  0.68
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  1
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  0.56
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  0.4
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  0.68
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  0.68
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  0.68
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  0.68
1999 Kupinski MA, Giger ML. Feature selection with limited datasets. Medical Physics. 26: 2176-82. PMID 10535635  1
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  0.68
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  1
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