Author details

Full Name

Leo Anthony Celi

Affiliation

Harvard T.H. Chan School of Public Health, MIT

ORCID

0000-0001-6712-6626

Career Start Year

1998

Papers

330

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
38029405	Association between Patient Race and Ethnicity and Use of Invasive Ventilation in the United States.	Ann Am Thorac Soc	2024
37667028	Image quality assessment of retinal fundus photographs for diabetic retinopathy in the machine learning era: a review.	Eye (Lond)	2024
36150166	Do Thresholds for Invasive Ventilation in Hypoxemic Respiratory Failure Exist? A Cohort Study.	Am J Respir Crit Care Med	2023
37915042	Patient diversity and author representation in clinical studies supporting the Surviving Sepsis Campaign guidelines for management of sepsis and septic shock 2021: a systematic review of citations.	BMC Infect Dis	2023
38015593	Standardized Comparison of Voice-Based Information and Documentation Systems to Established Systems in Intensive Care: Crossover Study.	JMIR Med Inform	2023
37558406	Fairness and generalisability in deep learning of retinopathy of prematurity screening algorithms: a literature review.	BMJ Open Ophthalmol	2023
37523722	A National Survey of Stress and Burnout in Critical Care Nurses: A Prepandemic Study.	Dimens Crit Care Nurs	2023
37709945	A translational perspective towards clinical AI fairness.	NPJ Digit Med	2023
37626271	Digital determinants of health: opportunities and risks amidst health inequities.	Nat Rev Nephrol	2023
37704341	Critical Bias in Critical Care Devices.	Crit Care Clin	2023
37792053	Exploring disease axes as an alternative to distinct clusters for characterizing sepsis heterogeneity.	Intensive Care Med	2023
37890905	Disparity dashboards: an evaluation of the literature and framework for health equity improvement.	Lancet Digit Health	2023
37698583	AI pitfalls and what not to do: mitigating bias in AI.	Br J Radiol	2023
38051569	Investigating the Impact of Automation on the Health Care Workforce Through Autonomous Telemedicine in the Cataract Pathway: Protocol for a Multicenter Study.	JMIR Res Protoc	2023
37783541	An interpretable deep learning model for time-series electronic health records: Case study of delirium prediction in critical care.	Artif Intell Med	2023
37578942	A new tool for evaluating health equity in academic journals; the Diversity Factor.	PLOS Glob Public Health	2023
37780990	Racial Disparities in Invasive ICU Treatments Among Septic Patients: High Resolution Electronic Health Records Analysis from MIMIC-IV.	Yale J Biol Med	2023
37824584	Digital literacy as a new determinant of health: A scoping review.	PLOS Digit Health	2023
37734417	Artificial intelligence for telemedicine diabetic retinopathy screening: a review.	Ann Med	2023
37645856	Altered consciousness mediates the effect of hypernatremia, but not hyponatremia, on mortality among patients observed in the ICU.	Res Sq	2023
38042602	VAP risk index: Early prediction and hospital phenotyping of ventilator-associated pneumonia using machine learning.	Artif Intell Med	2023
37822534	The promise of digital healthcare technologies.	Front Public Health	2023
37644992	Broadening the scope of artificial intelligence in oncology.	Lancet Reg Health Am	2023
37498836	The potential use of non-fungible tokens (NFTs) in healthcare and medical research.	PLOS Digit Health	2023
37873343	BOLD: Blood-gas and Oximetry Linked Dataset - Open Source Research.	medRxiv	2023
37873267	Evaluating equitable care in the ICU: Creating a causal inference framework to assess the impact of life-sustaining interventions across racial and ethnic groups.	medRxiv	2023
37817930	From quality improvement to equality improvement projects: A scoping review and framework.	iScience	2023
37605208	Fairness and generalizability of OCT normative databases: a comparative analysis.	Int J Retina Vitreous	2023
37599147	Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation.	Lancet Digit Health	2023
35657011	Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study.	J Gerontol A Biol Sci Med Sci	2023
37259125	Impact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysis.	Crit Care	2023
37257937	Structural under-reporting of informed consent, data handling and sharing, ethical approval, and application of Open Science principles as proxies for study quality conduct in COVID-19 research: a systematic scoping review.	BMJ Glob Health	2023
37120418	Ethics of large language models in medicine and medical research.	Lancet Digit Health	2023
37388280	Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients.	J Med Imaging (Bellingham)	2023
37349638	Disparities in Receipt of Mental Health Services and Mental Distress Among Patients with Chronic Obstructive Pulmonary Disease.	J Gen Intern Med	2023
37187000	Effects of correction rate for severe hyponatremia in the intensive care unit on patient outcomes.	J Crit Care	2023
36948721	Interpretation and Use of Applied/Operational Machine Learning and Artificial Intelligence in Surgery.	Surg Clin North Am	2023
37347537	Digital Education for the Deployment of Artificial Intelligence in Health Care.	J Med Internet Res	2023
37150505	Emulating Target Trials Comparing Early and Delayed Intubation Strategies.	Chest	2023
37344002	Delivering on NIH data sharing requirements: avoiding Open Data in Appearance Only.	BMJ Health Care Inform	2023
37278426	Sociodemographic disparities in ophthalmological clinical trials.	BMJ Open Ophthalmol	2023
37040818	A Large-Scale Multicenter Retrospective Study on Nephrotoxicity Associated With Empiric Broad-Spectrum Antibiotics in Critically Ill Patients.	Chest	2023
37307638	Evaluation of evolving sepsis screening criteria in discriminating suspected sepsis and mortality among adult patients admitted to the intensive care unit.	Int J Nurs Stud	2023
37072428	Author Correction: MIMIC-IV, a freely accessible electronic health record dataset.	Sci Data	2023
37036866	Equity should be fundamental to the emergence of innovation.	PLOS Digit Health	2023
37100543	The impact of commercial health datasets on medical research and health-care algorithms.	Lancet Digit Health	2023
37477958	The Digital Divide in Brazil and Barriers to Telehealth and Equal Digital Health Care: Analysis of Internet Access Using Publicly Available Data.	J Med Internet Res	2023
37128395	Graph-based Fusion Modeling and Explanation forDisease Trajectory Prediction.	AMIA Annu Symp Proc	2023
37029215	Physiologic dead space is independently associated with mortality and discharge of mechanically ventilated patients with COVID-19 ARDS: a retrospective study.	Sci Rep	2023
37355751	A guide to sharing open healthcare data under the General Data Protection Regulation.	Sci Data	2023

1 - 50 of 330

Mark Sendak

Duke Institute for Health Innovation.

Career Start Year 2017

Number of shared co-authors 4

Dennis H Murphree

Mayo Clinic

Career Start Year 2015

Number of shared co-authors 1

Vignesh Subbian

College of Engineering, University of Arizona

Career Start Year 2012

Number of shared co-authors 1

Pablo Moreno Franco

Mayo Clinic

Career Start Year 2012

Number of shared co-authors 5

Andrew J Goodwin

Medical University of South Carolina

Career Start Year 2012

Number of shared co-authors 1

Andrew M Harrison

Mayo Clinic

Career Start Year 2011

Number of shared co-authors 1

Suchi Saria

Johns Hopkins University

Career Start Year 2010

Number of shared co-authors 7

Li Wang

Vanderbilt University

Career Start Year 2009

Number of shared co-authors 3

Michael O Harhay

University of Pennsylvania, Perelman School of Medicine

Career Start Year 2008

Number of shared co-authors 13

Patrick G Lyons

Siteman Cancer Center, Washington University School of Medicine in St. Louis

Career Start Year 2008

Number of shared co-authors 0

Rahul Kashyap

Mayo Clinic

Career Start Year 2008

Number of shared co-authors 8

Vincent X Liu

Kaiser Permanente

Career Start Year 2007

Number of shared co-authors 9

Colin R Cooke

Institute for Healthcare Policy and Innovation, University of Michigan ann arbor

Career Start Year 2006

Number of shared co-authors 3

Adrian D Haimovich

Beth Israel Deaconess Medical Center

Career Start Year 2006

Number of shared co-authors 1

Robert E Freundlich

Vanderbilt University Medical Center

Career Start Year 2006

Number of shared co-authors 0

Christopher J Tignanelli

Department of Surgery University of Minnesota Minneapolis Minnesota USA.

Career Start Year 2005

Number of shared co-authors 2

Karandeep Singh

University of Michigan Medical School ann arbor

Career Start Year 2005

Number of shared co-authors 4

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 0

Ithan D Peltan

Intermountain Medical Center and University of Utah

Career Start Year 2004

Number of shared co-authors 3

Steve Harris

Critical Care Department University College Hospital London

Career Start Year 2003

Number of shared co-authors 4

Samuel M Brown

Intermountain Medical Center and the University of Utah

Career Start Year 2002

Number of shared co-authors 17

David M Maslove

Queen's University

Career Start Year 2001

Number of shared co-authors 14

Colin G Walsh

Vanderbilt University, Vanderbilt University Medical Center

Career Start Year 2001

Number of shared co-authors 0

Matthew M Churpek

University of Wisconsin-Madison

Career Start Year 2000

Number of shared co-authors 8

Theodore J Iwashyna

University of Michigan Michigan Medicine ann arbor

Career Start Year 1998

Number of shared co-authors 15

Azra Bihorac

University of Florida, Univerzitet u Sarajevu Medicinski Fakultet

Career Start Year 1997

Number of shared co-authors 6

Stephen L Jones

Center for Outcomes Research

Career Start Year 1995

Number of shared co-authors 0

Derek C Angus

University of Pittsburgh Medical Center

Career Start Year 1993

Number of shared co-authors 32

Lucila Ohno-Machado

Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine

Career Start Year 1993

Number of shared co-authors 7

John H Holmes

University of Pennsylvania Perelman School of Medicine

Career Start Year 1985

Number of shared co-authors 1

row(s) 1 - 30 of 30

David J Stone

University of Virginia School of Medicine, USA Center for Advanced Medical Analytics

Co-authored papers 39

Alistair E W Johnson

The Hospital for Sick Children

Co-authored papers 28

Roger G Mark

Institute for Medical Engineering and Science, Massachusetts Institute of Technology

Co-authored papers 27

Barret Rush

University of Manitoba

Co-authored papers 27

Joon Lee

Cumming School of Medicine, University of Calgary

Co-authored papers 25

Tom J Pollard

Massachusetts Institute of Technology, Scientific Data - Nature, Software Sustainability Institute, University College London, University of Law - London Bloomsbury Centre

Co-authored papers 24

Mengling Feng

Saw Swee Hock School of Public Health, National University of Singapore

Co-authored papers 24

John Danziger

Beth Israel Deaconess Medical Center, Harvard Medical School

Co-authored papers 17

Judy Wawira Gichoya

Emory University

Co-authored papers 17

Rodrigo Octavio Deliberato

Institute of Medical Engineering & Science, Massachusetts Institute of Technology