| MIMIC-III, a freely accessible critical care database AEW Johnson, TJ Pollard, L Shen, LH Lehman, M Feng, M Ghassemi, ... Scientific data 3 (1), 1-9, 2016 | 8217 | 2016 |
| The eICU Collaborative Research Database, a freely available multi-center database for critical care research TJ Pollard, AEW Johnson, JD Raffa, LA Celi, RG Mark, O Badawi Scientific data 5 (1), 1-13, 2018 | 1406 | 2018 |
| The artificial intelligence clinician learns optimal treatment strategies for sepsis in intensive care M Komorowski, LA Celi, O Badawi, AC Gordon, AA Faisal Nature medicine 24 (11), 1716-1720, 2018 | 1167 | 2018 |
| MIMIC-IV, a freely accessible electronic health record dataset AEW Johnson, L Bulgarelli, L Shen, A Gayles, A Shammout, S Horng, ... Scientific data 10 (1), 1, 2023 | 1124 | 2023 |
| Mimic-iv A Johnson, L Bulgarelli, T Pollard, S Horng, LA Celi, R Mark PhysioNet. Available online at: https://physionet. org/content/mimiciv/1.0 …, 2020 | 1061 | 2020 |
| The murine CAR homolog is a receptor for coxsackie B viruses and adenoviruses JM Bergelson, A Krithivas, L Celi, G Droguett, MS Horwitz, T Wickham, ... Journal of virology 72 (1), 415-419, 1998 | 498 | 1998 |
| Guidelines for reinforcement learning in healthcare O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ... Nature medicine 25 (1), 16-18, 2019 | 493 | 2019 |
| Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts A Serpa Neto, RO Deliberato, AEW Johnson, LD Bos, P Amorim, ... Intensive care medicine 44, 1914-1922, 2018 | 493 | 2018 |
| The MIMIC Code Repository: enabling reproducibility in critical care research AEW Johnson, DJ Stone, LA Celi, TJ Pollard Journal of the American Medical Informatics Association 25 (1), 32-39, 2018 | 442 | 2018 |
| The “inconvenient truth” about AI in healthcare T Panch, H Mattie, LA Celi NPJ digital medicine 2 (1), 1-3, 2019 | 427 | 2019 |
| AI recognition of patient race in medical imaging: a modelling study JW Gichoya, I Banerjee, AR Bhimireddy, JL Burns, LA Celi, LC Chen, ... The Lancet Digital Health 4 (6), e406-e414, 2022 | 426 | 2022 |
| Predicting in-hospital mortality of icu patients: The physionet/computing in cardiology challenge 2012 I Silva, G Moody, DJ Scott, LA Celi, RG Mark 2012 computing in cardiology, 245-248, 2012 | 423 | 2012 |
| The myth of generalisability in clinical research and machine learning in health care J Futoma, M Simons, T Panch, F Doshi-Velez, LA Celi The Lancet Digital Health 2 (9), e489-e492, 2020 | 357 | 2020 |
| ICU admission characteristics and mortality rates among elderly and very elderly patients L Fuchs, CE Chronaki, S Park, V Novack, Y Baumfeld, D Scott, ... Intensive care medicine 38, 1654-1661, 2012 | 336 | 2012 |
| TRIPOD+ AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods GS Collins, KGM Moons, P Dhiman, RD Riley, AL Beam, B Van Calster, ... bmj 385, 2024 | 329 | 2024 |
| Early intervention with erythropoietin does not affect the outcome of acute kidney injury (the EARLYARF trial) ZH Endre, RJ Walker, JW Pickering, GM Shaw, CM Frampton, ... Kidney international 77 (11), 1020-1030, 2010 | 295 | 2010 |
| Sources of bias in artificial intelligence that perpetuate healthcare disparities—A global review LA Celi, J Cellini, ML Charpignon, EC Dee, F Dernoncourt, R Eber, ... PLOS Digital Health 1 (3), e0000022, 2022 | 265 | 2022 |
| The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study JD Salciccioli, DC Marshall, MAF Pimentel, MD Santos, T Pollard, LA Celi, ... Critical care 19, 1-8, 2015 | 264 | 2015 |
| Continuous state-space models for optimal sepsis treatment: a deep reinforcement learning approach A Raghu, M Komorowski, LA Celi, P Szolovits, M Ghassemi Machine Learning for Healthcare Conference, 147-163, 2017 | 256 | 2017 |
| Big data in global health: improving health in low-and middle-income countries R Wyber, S Vaillancourt, W Perry, P Mannava, T Folaranmi, LA Celi Bulletin of the World Health Organization 93, 203-208, 2015 | 254 | 2015 |