| Underspecification presents challenges for credibility in modern machine learning A D'Amour, K Heller, D Moldovan, B Adlam, B Alipanahi, A Beutel, ... Journal of Machine Learning Research 23 (226), 1-61, 2022 | 732 | 2022 |
| Pre-eclampsia and cardiovascular disease CW Chen, IZ Jaffe, SA Karumanchi Cardiovascular research 101 (4), 579-586, 2014 | 237 | 2014 |
| Differences between pair-wise and multi-sequence alignment methods affect vertebrate genome comparisons EH Margulies, CW Chen, ED Green Trends in Genetics 22 (4), 187-193, 2006 | 56 | 2006 |
| Intelligence-based medicine: artificial intelligence and human cognition in clinical medicine and healthcare AC Chang Academic Press, 2020 | 51 | 2020 |
| High glycated albumin and mortality in persons with diabetes mellitus on hemodialysis CW Chen, C Drechsler, P Suntharalingam, SA Karumanchi, C Wanner, ... Clinical chemistry 63 (2), 477-485, 2017 | 50 | 2017 |
| Simplified Transfer Learning for Chest Radiography Models Using Less Data AB Sellergren, C Chen, Z Nabulsi, Y Li, A Maschinot, A Sarna, J Huang, ... Radiology 305 (2), 454-465, 2022 | 44 | 2022 |
| Right ventricular function, peripheral edema, and acute kidney injury in critical illness C Chen, J Lee, AE Johnson, RG Mark, LA Celi, J Danziger Kidney international reports 2 (6), 1059-1065, 2017 | 42 | 2017 |
| Maintaining fairness across distribution shift: do we have viable solutions for real-world applications? J Schrouff, N Harris, O Koyejo, I Alabdulmohsin, E Schnider, ... arXiv preprint arXiv:2202.01034, 2022 | 40 | 2022 |
| ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders S Xu, L Yang, C Kelly, M Sieniek, T Kohlberger, M Ma, WH Weng, A Kiraly, ... arXiv preprint arXiv:2308.01317, 2023 | 39 | 2023 |
| Diagnosing failures of fairness transfer across distribution shift in real-world medical settings J Schrouff, N Harris, S Koyejo, IM Alabdulmohsin, E Schnider, ... Advances in Neural Information Processing Systems 35, 19304-19318, 2022 | 39 | 2022 |
| Deep learning detection of active pulmonary tuberculosis at chest radiography matched the clinical performance of radiologists S Kazemzadeh, J Yu, S Jamshy, R Pilgrim, Z Nabulsi, C Chen, N Beladia, ... Radiology 306 (1), 124-137, 2023 | 32 | 2023 |
| A mobile-optimized artificial intelligence system for gestational age and fetal malpresentation assessment RG Gomes, B Vwalika, C Lee, A Willis, M Sieniek, JT Price, C Chen, ... Communications Medicine 2 (1), 128, 2022 | 19 | 2022 |
| Underspecification presents challenges for credibility in modern machine learning (2020) A D'Amour, K Heller, D Moldovan, B Adlam, B Alipanahi, A Beutel, ... arXiv preprint arXiv:2011.03395, 2011 | 15 | 2011 |
| A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study B Babenko, I Traynis, C Chen, P Singh, A Uddin, J Cuadros, LP Daskivich, ... The Lancet Digital Health 5 (5), e257-e264, 2023 | 13 | 2023 |
| Development of a Machine Learning Model for Sonographic Assessment of Gestational Age C Lee, A Willis, C Chen, M Sieniek, A Watters, B Stetson, A Uddin, J Wong, ... JAMA Network Open 6 (1), e2248685-e2248685, 2023 | 13 | 2023 |
| Underspecification presents challenges for credibility in modern machine learning. arXiv A D’Amour, K Heller, D Moldovan, B Adlam, B Alipanahi, A Beutel, ... arXiv preprint arXiv:2011.03395, 2020 | 11 | 2020 |
| An uncommon glomerular disease in an HIV patient: value of renal biopsy and review of the literature. C Chen, KD Jhaveri, C Hartono, SV Seshan Clinical nephrology 75 (1), 80-88, 2011 | 8 | 2011 |
| A large-scale multicenter retrospective study on nephrotoxicity associated with empiric broad-spectrum antibiotics in critically ill patients AY Chen, CY Deng, P Calvachi-Prieto, MÁA de la Hoz, A Khazi-Syed, ... Chest 164 (2), 355-368, 2023 | 7 | 2023 |
| Disability prediction in multiple sclerosis using performance outcome measures and demographic data S Roy, D Mincu, L Proleev, N Rostamzadeh, C Ghate, N Harris, C Chen, ... Conference on Health, Inference, and Learning, 375-396, 2022 | 6 | 2022 |
| HeAR--Health Acoustic Representations S Baur, Z Nabulsi, WH Weng, J Garrison, L Blankemeier, S Fishman, ... arXiv preprint arXiv:2403.02522, 2024 | 4 | 2024 |
