| Education outcomes in a duty-hour flexibility trial in internal medicine SV Desai, DA Asch, LM Bellini, KH Chaiyachati, M Liu, AL Sternberg, ... New England Journal of Medicine 378 (16), 1494-1508, 2018 | 163 | 2018 |
| Assessment of inpatient time allocation among first-year internal medicine residents using time-motion observations KH Chaiyachati, JA Shea, DA Asch, M Liu, LM Bellini, CJ Dine, ... JAMA internal medicine 179 (6), 760-767, 2019 | 113 | 2019 |
| Validation of a machine learning algorithm to predict 180-day mortality for outpatients with cancer CR Manz, J Chen, M Liu, C Chivers, SH Regli, J Braun, M Draugelis, ... JAMA oncology 6 (11), 1723-1730, 2020 | 87 | 2020 |
| Naloxone prescriptions following emergency department encounters for opioid use disorder, overdose, or withdrawal AS Kilaru, M Liu, R Gupta, J Perrone, MK Delgado, ZF Meisel, ... The American journal of emergency medicine 47, 154-157, 2021 | 16 | 2021 |
| Development of machine learning algorithms incorporating electronic health record data, patient-reported outcomes, or both to predict mortality for outpatients with cancer RB Parikh, JS Hasler, Y Zhang, M Liu, C Chivers, W Ferrell, PE Gabriel, ... JCO Clinical Cancer Informatics 6, e2200073, 2022 | 9 | 2022 |
| Differences in cancer care expenditures and utilization for surgery by hospital type among patients with private insurance SU Takvorian, L Yasaitis, M Liu, DJ Lee, RM Werner, JE Bekelman JAMA Network Open 4 (8), e2119764-e2119764, 2021 | 9 | 2021 |
| Incidence of timely outpatient follow-up care after emergency department encounters for acute heart failure AS Kilaru, N Illenberger, ZF Meisel, PW Groeneveld, M Liu, A Mondal, ... Circulation: Cardiovascular Quality and Outcomes 15 (9), e009001, 2022 | 6 | 2022 |
| Association between nephrologist ownership of dialysis facilities and clinical outcomes E Lin, MS McCoy, M Liu, KI Lung, D Rapista, JS Berns, GP Kanter JAMA Internal Medicine 182 (12), 1267-1276, 2022 | 5 | 2022 |
| Oncologist phenotypes and associations with response to a machine learning-based intervention to increase advance care planning: secondary analysis of a randomized clinical trial E Li, C Manz, M Liu, J Chen, C Chivers, J Braun, LM Schuchter, P Kumar, ... Plos one 17 (5), e0267012, 2022 | 5 | 2022 |
| Could ChatGPT-4 pass an anaesthesiology board examination? Follow-up assessment of a comprehensive set of board examination practice questions D Shay, B Kumar, S Redaelli, D von Wedel, M Liu, M Dershwitz, ... British journal of anaesthesia 132 (1), 172-174, 2024 | 3 | 2024 |
| Trajectories of mortality risk among patients with cancer and associated end-of-life utilization RB Parikh, M Liu, E Li, R Li, J Chen NPJ Digital Medicine 4 (1), 104, 2021 | 2 | 2021 |
| Prospective validation of a machine learning algorithm to predict short-term mortality among outpatients with cancer. C Manz, C Chivers, M Liu, SB Regli, S Changolkar, CN Evans, ... Journal of Clinical Oncology 38 (15_suppl), 2009-2009, 2020 | 2 | 2020 |
| Dissatisfaction with medical and surgical residency training is consistently higher for women than for men CJ Dine, M Liu, DA Asch, LM Bellini, KY Bilimoria, SV Desai, JA Shea Journal of general internal medicine 35, 374-376, 2020 | 1 | 2020 |
| Augmenting machine learning algorithms to predict mortality using patient-reported outcomes in oncology. RB Parikh, J Schnall, M Liu, PE Gabriel, C Chivers, M Draugelis, W Ferrell, ... Journal of Clinical Oncology 39 (15_suppl), 1510-1510, 2021 | | 2021 |
| Oncologist phenotypes and associations with response to a behavioral intervention to increase serious illness conversations. E Li, C Manz, M Liu, J Chen, C Chivers, J Braun, LM Schuchter, P Kumar, ... Journal of Clinical Oncology 39 (15_suppl), 12126-12126, 2021 | | 2021 |
| Trajectories of machine learning-predicted mortality risk among patients with cancer and associated end-of-life utilization. M Liu, J Chen, E Li, R Li, RB Parikh Journal of Clinical Oncology 39 (15_suppl), 1553-1553, 2021 | | 2021 |
| Association of hospital type with prices, spending, and acute care utilization among privately insured patients undergoing cancer surgery. SU Takvorian, L Yasaitis, M Liu, DJ Lee, RM Werner, JE Bekelman Journal of Clinical Oncology 38 (15_suppl), e19376-e19376, 2020 | | 2020 |
| Network PPM. SU Takvorian, L Yasaitis, M Liu, DJ Lee, RM Werner, JE Bekelman | | |
