| The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models L Shi, G Campbell, WD Jones, F Campagne, Z Wen, SJ Walker, Z Su, ... Nature biotechnology 28 (8), 827-838, 2010 | 876 | 2010 |
| A fuzzy c-means (fcm)-based approach for computerized segmentation of breast lesions in dynamic contrast-enhanced mr images1 W Chen, ML Giger, U Bick Academic radiology 13 (1), 63-72, 2006 | 487 | 2006 |
| Volumetric texture analysis of breast lesions on contrast‐enhanced magnetic resonance images W Chen, ML Giger, H Li, U Bick, GM Newstead Magnetic Resonance in Medicine: An Official Journal of the International …, 2007 | 409 | 2007 |
| Comparing two correlated C indices with right‐censored survival outcome: a one‐shot nonparametric approach L Kang, W Chen, NA Petrick, BD Gallas Statistics in medicine 34 (4), 685-703, 2015 | 337 | 2015 |
| Automatic identification and classification of characteristic kinetic curves of breast lesions on DCE‐MRI W Chen, ML Giger, U Bick, GM Newstead Medical physics 33 (8), 2878-2887, 2006 | 287 | 2006 |
| Effect of training-sample size and classification difficulty on the accuracy of genomic predictors V Popovici, W Chen, BD Gallas, C Hatzis, W Shi, FW Samuelson, ... Breast Cancer Research 12, 1-13, 2010 | 243 | 2010 |
| Computerized interpretation of breast MRI: investigation of enhancement‐variance dynamics W Chen, ML Giger, L Lan, U Bick Medical physics 31 (5), 1076-1082, 2004 | 235 | 2004 |
| Pitfalls in assessing stromal tumor infiltrating lymphocytes (sTILs) in breast cancer Z Kos, E Roblin, RS Kim, S Michiels, BD Gallas, W Chen, KK van de Vijver, ... NPJ breast cancer 6 (1), 17, 2020 | 149 | 2020 |
| Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group WC Mohamed Amgad, Elisabeth Specht Stovgaard, Eva Balslev, Jeppe Thagaard | 131* | |
| A fuzzy c-means (FCM) based algorithm for intensity inhomogeneity correction and segmentation of MR images W Chen, ML Giger 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro …, 2004 | 71 | 2004 |
| Computerized assessment of breast lesion malignancy using DCE-MRI: robustness study on two independent clinical datasets from two manufacturers W Chen, ML Giger, GM Newstead, U Bick, SA Jansen, H Li, L Lan Academic radiology 17 (7), 822-829, 2010 | 59 | 2010 |
| Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment K Drukker, W Chen, J Gichoya, N Gruszauskas, J Kalpathy-Cramer, ... Journal of Medical Imaging 10 (6), 061104-061104, 2023 | 56 | 2023 |
| Data drift in medical machine learning: implications and potential remedies B Sahiner, W Chen, RK Samala, N Petrick The British Journal of Radiology 96 (1150), 20220878, 2023 | 51 | 2023 |
| Medical Imaging 2024: Computer-Aided Diagnosis W Chen, SM Astley Medical Imaging 2024: Computer-Aided Diagnosis 12927, 2024 | 49 | 2024 |
| Hypothesis testing in noninferiority and equivalence MRMC ROC studies W Chen, NA Petrick, B Sahiner Academic radiology 19 (9), 1158-1165, 2012 | 47 | 2012 |
| Seamless lesion insertion for data augmentation in CAD training A Pezeshk, N Petrick, W Chen, B Sahiner IEEE transactions on medical imaging 36 (4), 1005-1015, 2016 | 44 | 2016 |
| Evaluation of computer-aided diagnosis on a large clinical full-field digital mammographic dataset H Li, ML Giger, Y Yuan, W Chen, K Horsch, L Lan, AR Jamieson, ... Academic radiology 15 (11), 1437-1445, 2008 | 44 | 2008 |
| Classification of follicular lymphoma: the effect of computer aid on pathologists grading MFA Fauzi, M Pennell, B Sahiner, W Chen, A Shana’ah, J Hemminger, ... BMC medical informatics and decision making 15, 1-10, 2015 | 43 | 2015 |
| On the assessment of the added value of new predictive biomarkers W Chen, FW Samuelson, BD Gallas, L Kang, B Sahiner, N Petrick BMC medical research methodology 13, 1-9, 2013 | 34 | 2013 |
| Method, system, and computer software product for automated identification of temporal patterns with high initial enhancement in dynamic magnetic resonance breast imaging W Chen, ML Giger, G Newstead US Patent 7,983,732, 2011 | 34 | 2011 |
Maryellen GigerUniversity of ChicagoVerified email at uchicago.edu
