| 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 | 5983 | 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 | 871 | 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 | 810 | 2018 |
| 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 | 507 | 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 | 488 | 1998 |
| Guidelines for reinforcement learning in healthcare O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ... Nature medicine 25 (1), 16-18, 2019 | 355 | 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 | 341 | 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 | 314 | 2018 |
| 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 | 310 | 2012 |
| 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 | 290 | 2012 |
| The “inconvenient truth” about AI in healthcare T Panch, H Mattie, LA Celi NPJ digital medicine 2 (1), 77, 2019 | 273 | 2019 |
| 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 | 272 | 2010 |
| 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 | 227 | 2015 |
| 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 | 214 | 2020 |
| 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), 1-8, 2015 | 210 | 2015 |
| Proton-pump inhibitor use is associated with low serum magnesium concentrations J Danziger, JH William, DJ Scott, J Lee, L Lehman, RG Mark, MD Howell, ... Kidney international 83 (4), 692-699, 2013 | 205 | 2013 |
| 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 | 199 | 2017 |
| Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives S Gehrmann, F Dernoncourt, Y Li, ET Carlson, JT Wu, J Welt, J Foote Jr, ... PloS one 13 (2), e0192360, 2018 | 197 | 2018 |
| “Big data” in the intensive care unit. Closing the data loop LA Celi, RG Mark, DJ Stone, RA Montgomery American journal of respiratory and critical care medicine 187 (11), 1157, 2013 | 188 | 2013 |
| Red cell distribution width improves the simplified acute physiology score for risk prediction in unselected critically ill patients S Hunziker, LA Celi, J Lee, MD Howell Critical care 16 (3), 1-8, 2012 | 188 | 2012 |
