| The shaky foundations of large language models and foundation models for electronic health records M Wornow, Y Xu, R Thapa, B Patel, E Steinberg, S Fleming, MA Pfeffer, ... npj Digital Medicine 6 (1), 135, 2023 | 154* | 2023 |
| Automated classification of radiographic knee osteoarthritis severity using deep neural networks KA Thomas, Ł Kidziński, E Halilaj, SL Fleming, GR Venkataraman, ... Radiology: Artificial Intelligence 2 (2), e190065, 2020 | 125 | 2020 |
| Ontology-driven weak supervision for clinical entity classification in electronic health records JA Fries, E Steinberg, S Khattar, SL Fleming, J Posada, A Callahan, ... Nature communications 12 (1), 2017, 2021 | 98* | 2021 |
| Detecting developmental delay and autism through machine learning models using home videos of Bangladeshi children: development and validation study Q Tariq, SL Fleming, JN Schwartz, K Dunlap, C Corbin, P Washington, ... Journal of medical Internet research 21 (4), e13822, 2019 | 98* | 2019 |
| Mapping neural circuit biotypes to symptoms and behavioral dimensions of depression and anxiety AN Goldstein-Piekarski, TM Ball, Z Samara, BR Staveland, AS Keller, ... Biological Psychiatry, 2020 | 85 | 2020 |
| Evaluating treatment prioritization rules via rank-weighted average treatment effects S Yadlowsky, S Fleming, N Shah, E Brunskill, S Wager Journal of the American Statistical Association, 1-14, 2024 | 76 | 2024 |
| Assessing the accuracy of automatic speech recognition for psychotherapy AS Miner, A Haque, JA Fries, SL Fleming, DE Wilfley, G Terence Wilson, ... NPJ digital medicine 3 (1), 82, 2020 | 57 | 2020 |
| Medalign: A clinician-generated dataset for instruction following with electronic medical records SL Fleming, A Lozano, WJ Haberkorn, JA Jindal, E Reis, R Thapa, ... Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22021 …, 2024 | 51 | 2024 |
| Systematic review of approaches to preserve machine learning performance in the presence of temporal dataset shift in clinical medicine LL Guo, SR Pfohl, J Fries, J Posada, SL Fleming, C Aftandilian, N Shah, ... Applied clinical informatics 12 (04), 808-815, 2021 | 43 | 2021 |
| Test-retest reliability of the human functional connectome over consecutive days: identifying highly reliable portions and assessing the impact of methodological choices L Tozzi, SL Fleming, ZD Taylor, CD Raterink, LM Williams Network Neuroscience 4 (3), 925-945, 2020 | 38 | 2020 |
| EHR foundation models improve robustness in the presence of temporal distribution shift LL Guo, E Steinberg, SL Fleming, J Posada, J Lemmon, SR Pfohl, N Shah, ... Scientific Reports 13 (1), 3767, 2023 | 37 | 2023 |
| Clinfo. ai: An open-source retrieval-augmented large language model system for answering medical questions using scientific literature A Lozano, SL Fleming, CC Chiang, N Shah PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024, 8-23, 2023 | 34 | 2023 |
| Reinforcement learning with state observation costs in action-contingent noiselessly observable markov decision processes HJA Nam, S Fleming, E Brunskill Advances in Neural Information Processing Systems 34, 15650-15666, 2021 | 24 | 2021 |
| Intrinsic reward circuit connectivity profiles underlying symptom and quality of life outcomes following antidepressant medication: a report from the iSPOT-D trial AS Fischer, B Holt-Gosselin, SL Fleming, LM Hack, TM Ball, ... Neuropsychopharmacology 46 (4), 809-819, 2021 | 20 | 2021 |
| Considerations in the reliability and fairness audits of predictive models for advance care planning J Lu, A Sattler, S Wang, AR Khaki, A Callahan, S Fleming, R Fong, ... Frontiers in Digital Health 4, 943768, 2022 | 19 | 2022 |
| Treatment heterogeneity with survival outcomes Y Xu, N Ignatiadis, E Sverdrup, S Fleming, S Wager, N Shah Handbook of Matching and Weighting Adjustments for Causal Inference, 445-482, 2023 | 18 | 2023 |
| A computational approach to measure the linguistic characteristics of psychotherapy timing, responsiveness, and consistency AS Miner, SL Fleming, A Haque, JA Fries, T Althoff, DE Wilfley, WS Agras, ... Npj Mental Health Research 1 (1), 19, 2022 | 17* | 2022 |
| Intrinsic connectivity and family dynamics: Striatolimbic markers of risk and resilience in youth at familial risk for mood disorders AS Fischer, B Holt-Gosselin, KE Hagan, SL Fleming, AF Nimarko, ... Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 7 (9), 855-866, 2022 | 13 | 2022 |
| Evaluation of feature selection methods for preserving machine learning performance in the presence of temporal dataset shift in clinical medicine J Lemmon, LL Guo, J Posada, SR Pfohl, J Fries, SL Fleming, C Aftandilian, ... Methods of Information in Medicine 62 (01/02), 060-070, 2023 | 9 | 2023 |
| Assessing the potential of USMLE-like exam questions generated by GPT-4 SL Fleming, K Morse, A Kumar, CC Chiang, B Patel, E Brunskill, N Shah medRxiv, 2023.04. 25.23288588, 2023 | 9 | 2023 |
Nigam ShahProfessor of Medicine, and Biomedical Data Science, Stanford UniversityVerified email at stanford.edu
