Leo Anthony Celi

Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology

Cambridge, MA 20139

United States

  • Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology

SCHOLARLY PAPERS

8

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1,017

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Scholarly Papers (8)

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1.

Electronic Health Record Data for Secondary Analysis – 'The Best of the Worst'

Number of pages: 13 Posted: 19 Dec 2024
Louis Agha-Mir-Salim, Hamza Nabulsi, Leo Anthony Celi and Adam Rodman
Charité - Universitätsmedizin Berlin, University of Jordan, Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology and Beth Israel Deaconess Medical Center
Downloads 519 (116,210)

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electronic health record, secondary analysis, artificial intelligence

2.

A Retrospective Analysis of the Performance of Intensive Care Unit Severity Scoring Systems across Different Ethnicities

Number of pages: 36 Posted: 21 Jan 2021
Rahuldeb Sarkar, Christopher Martin, Heather Mattie, Judy Wawira Gichoya, David J. Stone and Leo Anthony Celi
University of London - Faculty of Life Sciences, affiliation not provided to SSRN, Harvard University - Department of Biostatistics, Emory University - Interventional Radiology & Informatics, University of Virginia School of Medicine - Center for Advanced Medical Analytics and Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology
Downloads 111 (528,369)

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3.

Evaluation of County-Level Heterogeneity in Excess Mortality in Colorado from March to September 2020

Number of pages: 42 Posted: 21 Apr 2021
Jay Chandra, Marie Charpignon, Mathew Samuel, Anushka Bhaskar, Saketh Sundar, Kirk Bol, Yuan Lai, Leo Anthony Celi, Sema Sgaier, Grace Charles and Maimuna S. Majumder
Harvard College, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - MIT Critical Data, Harvard College, Massachusetts Institute of Technology (MIT) - MIT Critical Data, Colorado Department of Public Health and Environment, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology, Surgo Ventures, Surgo Ventures and Boston Children's Hospital - Computational Health Informatics Program
Downloads 104 (554,403)

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Excess Mortality, COVID-19, SARS-CoV-2, Colorado, Health Policy, Health Equity

4.

Why is Measuring Fairness Preferences Important for AI in Health?

Number of pages: 3 Posted: 18 Dec 2023
Anatol-Fiete Näher, Ivar Krumpal, Esther-Maria Antão, Erika Ong, Marina Rojo, Fred Kaggwa, Felix Balzer, Leo Anthony Celi, Katarina Braune, Lothar H. Wieler and Louis Agha-Mir-Salim
University of Potsdam - Hasso Plattner Institute (HPI), University of Leipzig, University of Potsdam - Hasso Plattner Institute (HPI), University of the Philippines, University of Buenos Aires (UBA), Mbarara University of Science and Technology, Charite-Universitatsmedizin Berlin, Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology, Charité - Universitätsmedizin Berlin, University of Potsdam - Hasso Plattner Institute (HPI) and Charité - Universitätsmedizin Berlin
Downloads 92 (601,710)

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Digital Medicine, Algorithm Fairness, Fairness Metrics, AI Ethics

5.

Evaluation of Evolving Sepsis Screening Criteria in Discriminating Suspected Sepsis and Mortality Among Adult Patients Admitted to the Intensive Care Unit

Number of pages: 28 Posted: 31 Jan 2023
Teresa A. Rincon, Jesse Raffa, Leo Anthony Celi, Omar Badawi, Alistair E. W. Johnson, Tom Pollard, Rodrigo Octávio Deliberato and Janet D. Pierce
University of Massachusetts Worcester - UMass Chan Medical School, Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology, Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology, Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology, Child Health Evaluative Sciences, Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology, Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology and University of Kansas
Downloads 54 (805,216)

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sepsis, detection, SIRS, SOFA, early identification

6.

Identifying and Improving the 'Ground Truth' of Race in Disparities Research Through Improved EMR Data Reporting. A Systematic Review

Number of pages: 23 Posted: 01 Sep 2023
Babajide Olubusayo Owosela, Rebecca S. Steinberg, Sharon L. Leslie, Leo Anthony Celi, Saptarshi Purkayastha, Rakesh Shiradkar, Janice Newsome and Judy Gichoya
Emory University - School of Medicine, Emory University - School of Medicine, Emory University, Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology, Indiana University, Indianapolis, Emory University - Wallace H Coulter Department of Biomedical Engineering, Emory University - School of Medicine and Emory University
Downloads 47 (859,100)

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Health Policy, Race, Ethnicity, EMR, Database, Systematic Review

7.

Oxygenation Thresholds for Invasive Ventilation in Hypoxemic Respiratory Failure: A Target Trial Emulation in Two Cohorts

Number of pages: 35 Posted: 15 Nov 2022
Christopher J. Yarnell, Frederico Angriman, Bruno Ferreyro, Kuan Liu, Harm-Jan De Grooth, Lisa Burry, Laveena Munshi, Sangeeta Mehta, Leo Anthony Celi, P.W.G. Elbers, Patrick J. Thoral, Laurent Brochard, Hannah Wunsch, Robert Fowler, Lillian Sung and George Tomlison
University of Toronto - Interdepartmental Division of Critical Care Medicine, University of Toronto - Institute of Health Policy, Management and Evaluation, University of Toronto - Institute of Health Policy, Management and Evaluation, University of Toronto - Institute of Health Policy, Management and Evaluation, University of Amsterdam - Intelligent Systems Laboratory Amsterdam (ISLA), University of Toronto - Leslie Dan Faculty of Pharmacy, University of Toronto - Interdepartmental Division of Critical Care Medicine, University of Toronto - Interdepartmental Division of Critical Care Medicine, Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology, University of Amsterdam - Intelligent Systems Laboratory Amsterdam (ISLA), University of Amsterdam - Intelligent Systems Laboratory Amsterdam (ISLA), University of Toronto - Interdepartmental Division of Critical Care Medicine, University of Toronto - Institute of Health Policy, Management and Evaluation, University of Toronto - Department of Medicine, University of Toronto - Institute of Health Policy, Management and Evaluation and University of Toronto - Institute of Health Policy, Management and Evaluation
Downloads 47 (859,100)

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respiratory failure, critical care medicine, non-invasive ventilation, invasive ventilation, thresholds for invasive ventilation, target trial emulation, G-computation, non-parametric Bayesian statistics, data science

8.

Performance of Intensive Care Unit Severity Scoring Systems Across Different Ethnicities

Number of pages: 31 Posted: 23 Oct 2020
Rahuldeb Sarkar, Christopher Martin, Heather Mattie, Judy Wawira Gichoya, David J. Stone and Leo Anthony Celi
University of London - Faculty of Life Sciences, University College London - Institute for Health Informatics, Harvard University - Department of Biostatistics, Emory University - Interventional Radiology & Informatics, University of Virginia School of Medicine - Center for Advanced Medical Analytics and Massachusetts Institute of Technology (MIT) - Laboratory for Computational Physiology
Downloads 43 (893,257)

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Critical care prediction scoring, critical care triage, healthcare resource allocation, ethnic bias in healthcare, algorithmic bias, COVID-19 pandemic