Leo Anthony Celi

Beth Israel Deaconess Medical Center — United States

Medicine · Health Sciences

75h-index35.5kcitations736works17.42yr avg
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Research Topics

Artificial Intelligence in Healthcare and Education(175), Machine Learning in Healthcare(149), Sepsis Diagnosis and Treatment(147), Hemodynamic Monitoring and Therapy(60), Artificial Intelligence in Healthcare(44)

Publications734 total

Application of AI to Ultrasonographic Images to Aid the Clinical Care of Pregnant Women With Pre-eclampsia in Uganda: A Protocol for a Pilot Study
Cureus·2026Open Access
Rethinking fairness in AI to improve current practice in oncology
Trends in cancer·2025
Deriving consensus sepsis clusters via goal-directed subgroup identification in multi-omics study
Nature Communications·2025· 2 citedOpen Access
Epistemic humility for physicians and scientists
The Lancet Regional Health - Americas·2025Open Access
A Counterfactual LLM Framework for Detecting Human Biases: A Case Study of Sex/Gender in Emergency Triage
arXiv (Cornell University)·2025Open Access
Deep Learning Estimation of Forced Expiratory Volume in 1 Second-to-Forced Vital Capacity Ratio and Obstructive Lung Disease Classification From Chest Radiographs With Fairness Assessment: Retrospective Cohort Study (Preprint)
2025Open Access
Reimagining open science for global health: Epistemic power and the pursuit of health equity
PLOS Global Public Health·2025Open Access
Pediatric sepsis prediction: Human in the loop framework
PLOS Digital Health·2025Open Access
Teaching machines to doubt
Nature Medicine·2025· 3 cited
Hypothesis Testing for Processes
2025
Inflation of the journal impact factor
BMJ Health & Care Informatics·2025Open Access
Bridging generative AI and healthcare practice: insights from the GenAI Health Hackathon at Hospital Clínic de Barcelona
BMJ Health & Care Informatics·2025Open Access
Augmented intelligence should be good for medicine, if medicine is to remain good for us
Discover Artificial Intelligence·2025Open Access
Assessment of Large Language Models in Clinical Reasoning: A Novel Benchmarking Study
NEJM AI·2025· 11 cited
The STARD-AI reporting guideline for diagnostic accuracy studies using artificial intelligence
Nature Medicine·2025· 40 citedOpen Access
Incorporating teacher effect when modeling student engagement in smart STEM classrooms: a cluster analysis
Smart Learning Environments·2025Open Access
A causal inference framework to compare the effectiveness of life‐sustaining <scp>ICU</scp> therapies—using the example of cancer patients with sepsis
International Journal of Cancer·2025Open Access
Real World Performance of the Model for End-Stage Liver Disease Score Across Different Races and Ethnicities
Digestive Diseases and Sciences·2025
The Power of Data Communities
arXiv (Cornell University)·2025Open Access
GRACE-ICU: A multimodal nomogram-based approach for illness severity assessment of older adults in the ICU
npj Digital Medicine·2025· 1 citedOpen Access
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Frequent Co-authors

Roger G. Mark(12), Tom Pollard(9), Alistair E. W. Johnson(8), Mengling Feng(5), Judy Wawira Gichoya(5), David J. Stone(5), Joon Lee(5), Lu Shen(4), Benjamin Moody(4), Li-wei H. Lehman(4), Marzyeh Ghassemi(4), Daniel Scott(4), John Danziger(4), Kenneth J. Mukamal(4), Lucas Bulgarelli(3), Alvin Gayles(3), Ayad Shammout(3), Steven Horng(3), Brian Gow(3), Gary S. Collins(3)