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Weijie Chen, Ph.D. - Publications

Affiliations: 
2007 University of Chicago, Chicago, IL 
Area:
Medical Biophysics
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34 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
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  0.42
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  0.679
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  0.509
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  0.657
2019 Huang Z, Samuelson F, Tcheuko L, Chen W. Adaptive designs in multi-reader multi-case clinical trials of imaging devices. Statistical Methods in Medical Research. 962280219869370. PMID 31456480 DOI: 10.1177/0962280219869370  0.372
2019 Gallas BD, Chen W, Cole E, Ochs R, Petrick N, Pisano ED, Sahiner B, Samuelson FW, Myers KJ. Impact of prevalence and case distribution in lab-based diagnostic imaging studies. Journal of Medical Imaging (Bellingham, Wash.). 6: 015501. PMID 30713851 DOI: 10.1117/1.Jmi.6.1.015501  0.367
2018 Niazi MKK, Abas FS, Senaras C, Pennell M, Sahiner B, Chen W, Opfer J, Hasserjian R, Louissaint A, Shana'ah A, Lozanski G, Gurcan MN. Nuclear IHC enumeration: A digital phantom to evaluate the performance of automated algorithms in digital pathology. Plos One. 13: e0196547. PMID 29746503 DOI: 10.1371/Journal.Pone.0196547  0.385
2017 Senaras C, Pennell M, Chen W, Sahiner B, Shana'ah A, Louissaint A, Hasserjian RP, Lozanski G, Gurcan MN. FOXP3-stained image analysis for follicular lymphoma: Optimal adaptive thresholding with maximal nucleus coverage. Proceedings of Spie--the International Society For Optical Engineering. 10140. PMID 28579665 DOI: 10.1117/12.2255671  0.31
2017 Abas FS, Shana'ah A, Christian B, Hasserjian R, Louissaint A, Pennell M, Sahiner B, Chen W, Niazi MK, Lozanski G, Gurcan M. Computer-assisted quantification of CD3+ T cells in follicular lymphoma. Cytometry. Part a : the Journal of the International Society For Analytical Cytology. PMID 28110507 DOI: 10.1002/Cyto.A.23049  0.309
2017 Chen W, Samuelson F, Sahiner B, Petrick N. Re-use of pilot data and interim analysis of pivotal data in MRMC studies: a simulation study Proceedings of Spie. 10136. DOI: 10.1117/12.2255029  0.35
2016 Gallas BD, Anam A, Chen W, Wunderlich A, Zhang Z. MRMC analysis of agreement studies. Proceedings of Spie--the International Society For Optical Engineering. 9787. PMID 28794577 DOI: 10.1117/12.2217074  0.311
2016 Pezeshk A, Petrick N, Chen W, Sahiner B. Seamless lesion insertion for data augmentation in CAD training. Ieee Transactions On Medical Imaging. PMID 28113310 DOI: 10.1109/Tmi.2016.2640180  0.364
2015 Pezeshk A, Sahiner B, Zeng R, Wunderlich A, Chen W, Petrick N. Seamless Insertion of Pulmonary Nodules in Chest CT Images. Ieee Transactions On Bio-Medical Engineering. PMID 26080378 DOI: 10.1109/Tbme.2015.2445054  0.392
2015 Pezeshk A, Sahiner B, Chen W, Petrick N. Improving CAD performance by seamless insertion of pulmonary nodules in chest CT exams Proceedings of Spie. 9414. DOI: 10.1117/12.2082200  0.361
2014 Myers KJ, Chen W. Pioneers in Medical Imaging: Honoring the Memory of Robert F. Wagner. Journal of Medical Imaging (Bellingham, Wash.). 1: 031001. PMID 26158043 DOI: 10.1117/1.Jmi.1.3.031001  0.302
2014 He X, Sahiner B, Gallas BD, Chen W, Petrick N. Computerized characterization of lung nodule subtlety using thoracic CT images. Physics in Medicine and Biology. 59: 897-910. PMID 24487773 DOI: 10.1088/0031-9155/59/4/897  0.386
2014 Pezeshk A, Sahiner B, Zeng R, Wunderlich A, Chen W, Petrick N. Seamless insertion of real pulmonary nodules in chest CT exams Proceedings of Spie. 9035. DOI: 10.1117/12.2043786  0.393
2012 Chen W, Petrick NA, Sahiner B. Hypothesis testing in noninferiority and equivalence MRMC ROC studies. Academic Radiology. 19: 1158-65. PMID 22717591 DOI: 10.1016/J.Acra.2012.04.011  0.303
2012 Chen W, Yousef WA, Gallas BD, Hsu ER, Lababidi S, Tang R, Pennello GA, Symmans WF, Pusztai L. Uncertainty estimation with a finite dataset in the assessment of classification models Computational Statistics and Data Analysis. 56: 1016-1027. DOI: 10.1016/J.Csda.2011.05.024  0.302
2011 Sahiner B, Petrick N, Paquerault S, Chen W, Nguyen T. Agreement Between Two Versions of a CADx System: A Simulation Study Proceedings of Spie. 7966. DOI: 10.1117/12.877727  0.312
2010 Shi L, Campbell G, Jones WD, Campagne F, Wen Z, Walker SJ, Su Z, Chu TM, Goodsaid FM, Pusztai L, Shaughnessy JD, Oberthuer A, Thomas RS, Paules RS, Fielden M, ... ... Chen W, et al. The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models. Nature Biotechnology. 28: 827-38. PMID 20676074 DOI: 10.1038/Nbt.1665  0.302
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  0.555
2010 Popovici V, Chen W, Gallas BG, Hatzis C, Shi W, Samuelson FW, Nikolsky Y, Tsyganova M, Ishkin A, Nikolskaya T, Hess KR, Valero V, Booser D, Delorenzi M, Hortobagyi GN, et al. Effect of training-sample size and classification difficulty on the accuracy of genomic predictors. Breast Cancer Research : Bcr. 12: R5. PMID 20064235 DOI: 10.1186/Bcr2468  0.307
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  0.527
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  0.721
2008 Hsu E, Gallas B, Chen W, Pennello G. Abstract B58: Assessment of models for combining colposcopy features for cervical cancer diagnosis Cancer Prevention Research. 1. DOI: 10.1158/1940-6207.Prev-08-B58  0.317
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  0.727
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  0.592
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  0.664
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  0.575
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  0.57
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  0.565
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  0.596
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  0.489
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