Leo Anthony Celi
Beth Israel Deaconess Medical Center(US)Hadassah Medical Center(IL)
Publications by Year
Research Areas
Artificial Intelligence in Healthcare and Education, Sepsis Diagnosis and Treatment, Machine Learning in Healthcare, Hemodynamic Monitoring and Therapy, COVID-19 diagnosis using AI
Most-Cited Works
- → MIMIC-III, a freely accessible critical care database(2016)7,863 cited
- → MIMIC-IV, a freely accessible electronic health record dataset(2023)2,454 cited
- → The eICU Collaborative Research Database, a freely available multi-center database for critical care research(2018)1,726 cited
- → TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods(2024)1,558 cited
- → The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care(2018)1,151 cited
- → Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts(2018)613 cited