Dr. Leo Celi, MD

• Critical Care Medicine

*Healthgrades does not verify qualifications for medical specialties. Please verify your provider's specialty and qualifications directly with your provider and applicable medical board.

• Northwest Shoals Community College-phil Campbell

  Medical School, 1990

• A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation, 2022-04-11

• Village mentoring and hive learning: The MIT Critical Data experience, 2021-06-10

• Hyperdynamic left ventricular ejection fraction in the intensive care unit, 2015-08-07

• Machine learning can accurately predict pre-admission baseline hemoglobin and creatinine in intensive care patients, 2019-11-29

• A new tool for evaluating health equity in academic journals; the Diversity Factor, 2023-08-14

• A translational perspective towards clinical AI fairness, 2023-09-14

• Big data in healthcare: are we close to it? Big Dataem saude: estamos perto?, 2016-01-01

• The Digital Divide in Brazil and Barriers to Telehealth and Equal Digital Health Care: Analysis of Internet Access Using Publicly Available Data, 2023-07-21

• A Clinical Database-Driven Approach to Decision Support: Predicting Mortality Among Patients with Acute Kidney Injury, 2011-04-12

• The eICU Collaborative Research Database, a freely available multi-center database for critical care research, 2018-09-11

• The effect of age and clinical circumstances on the outcome of red blood cell transfusion in critically ill patients, 2014-08-30

• The authors reply, 2020-05-11

• Impact of hospital case-volume on subarachnoid hemorrhage outcomes: A nationwide analysis adjusting for hemorrhage severity, 2016-09-14

• Association of Household Income Level and In-Hospital Mortality in Patients With Sepsis: A Nationwide Retrospective Cohort Analysis, 2017-04-07

• Conversation prior to resuscitation: The new CPR, 2015-12-29

• Association of hypokalemia with an increased risk for medically treated arrhythmias, 2019-06-17

• BRAX, Brazilian labeled chest x-ray dataset, 2022-08-10

• The Association Between Admission Magnesium Concentrations and Lactic Acidosis in Critical Illness, 2014-04-14

• The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study, 2019-03-18

• Applying Machine Learning to Continuously Monitored Physiological Data, 2018-11-11

• Developing well-calibrated illness severity scores for decision support in the critically ill, 2019-08-15

• Altered consciousness mediates the effect of hypernatremia, but not hyponatremia, on mortality among patients observed in the ICU, 2023-08-18

• Management of Atrial Fibrillation with Rapid Ventricular Response in the Intensive Care Unit: A Secondary Analysis of Electronic Health Record Data, 2017-03-18

• Author Correction: Acute kidney injury detection using refined and physiological-feature augmented urine output, 2021-11-09

• The reproducibility crisis in the age of digital medicine, 2019-01-29

• Sources of bias in artificial intelligence that perpetuate healthcare disparities-A global review, 2022-03-31

• A systematic review of federated learning applications for biomedical data, 2022-05-19

• Predicting hypoglycemia in critically Ill patients using machine learning and electronic health records, 2021-10-04

• Generalisability through local validation: overcoming barriers due to data disparity in healthcare, 2021-05-21

• Fairness and generalizability of OCT normative databases: a comparative analysis, 2023-08-21

• Proton Pump Inhibitors are not associated with Acute Kidney Injury in Critical Illness, 2016-09-12

• Beyond theAJR: "An Algorithmic Approach to Reducing Unexplained Pain Disparities in Underserved Populations”, 2021-04-28

• The authors reply, 2018-04-16

• Datathons and Software to Promote Reproducible Research, 2016-08-24

• The potential use of non-fungible tokens (NFTs) in healthcare and medical research, 2023-07-27

• Dynamic data during hypotensive episode improves mortality predictions among patients with sepsis and hypotension, 2012-11-07

• The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study, 2015-01-19

• MIT COVID-19 Datathon: data without boundaries, 2020-08-31

• Proton-pump inhibitor use is associated with low serum magnesium concentrations, 2013-01-16

• One-year mortality after recovery from critical illness: A retrospective cohort study, 2018-05-11

• Association between chronic exposure to air pollution and mortality in the acute respiratory distress syndrome, 2017-02-13

• A comparative analysis of sepsis identification methods in an electronic database, 2017-12-08

• Patient-specific COVID-19 resource utilization prediction using fusion AI model, 2021-06-03

• The association between sodium fluctuations and mortality in surgical patients requiring intensive care, 2017-02-13

• The authors reply, 2014-05-19

• Real-world characterization of blood glucose control and insulin use in the intensive care unit, 2020-07-01

• Prediction of blood lactate values in critically ill patients: a retrospective multi-center cohort study, 2021-07-05

• Red cell distribution width improves the simplified acute physiology score for risk prediction in unselected critically ill patients, 2012-05-18

• Disrupting Electronic Health Records Systems: The Next Generation, 2015-10-23

• Unsupervised learning for county-level typological classification for COVID-19 research, 2020-08-30

• Author Correction: MIMIC-IV, a freely accessible electronic health record dataset, 2023-01-16

• The Global Open Source Severity of Illness Score (GOSSIS), 2022-03-25

• Developing and Validating Multi-Modal Models for Mortality Prediction in COVID-19 Patients: a Multi-center Retrospective Study, 2022-07-05

• What do medical students actually need to know about artificial intelligence?, 2020-06-19

• Customized Prediction of Short Length of Stay Following Elective Cardiac Surgery in Elderly Patients Using a Genetic Algorithm, 2014-01-18

• The advent of medical artificial intelligence: lessons from the Japanese approach, 2020-05-18

• Equity should be fundamental to the emergence of innovation, 2023-04-10

• Increased incidence of diuretic use in critically ill obese patients, 2015-02-07

• Patient Harm During COVID-19 Pandemic: Using a Human Factors Lens to Promote Patient and Workforce Safety, 2021-03-01

• Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing, 2020-04-02

• Author Correction: The reproducibility crisis in the age of digital medicine, 2019-03-19

• MIMIC-IV, a freely accessible electronic health record dataset, 2023-01-03

• Outcomes of ventilated patients with sepsis who undergo inter-hospital transfer: a nationwide linked analysis, 2017-09-15

• Understanding critically ill sepsis patients with normal serum lactate levels: results from U.S. and European ICU cohorts, 2021-10-08

• Digital literacy as a new determinant of health: A scoping review, 2023-10-12

• Re: ONE SIZE DOES NOT FIL ALL - The Implications of Using BMI in Critical Care Outcomes Research., 2019-04-13

• Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph, 2021-02-15

• Treatment in disproportionately minority hospitals is associated with increased risk of mortality in sepsis: a national analysis, 2021-04-15

• Proton Pump Inhibitor Use Is not Associated with Cardiac Arrhythmia in Critically Ill Patients, 2015-03-16

• Addressing the "elephant in the room” of AI clinical decision support through organisation-level regulation, 2022-09-15

• Improving community health-care screenings with smartphone-based AI technologies, 2022-05-23

• The authors reply, 2014-09-05

• Preparing a New Generation of Clinicians for the Era of Big Data, 2015-01-16

• Strategies and solutions to address Digital Determinants of Health (DDOH) across underinvested communities, 2023-10-12

• MIMIC-III, a freely accessible critical care database, 2016-05-24

• The "inconvenient truth” about AI in healthcare, 2019-08-16

• "Yes, but will it work formypatients?” Driving clinically relevant research with benchmark datasets, 2020-06-19

• Predicting In-Hospital Mortality of ICU Patients: The PhysioNet/Computing in Cardiology Challenge 2012, 2013-01-17

• ChatGPT passing USMLE shines a spotlight on the flaws of medical education, 2023-02-09

• Systematic Review and Comparison of Publicly Available ICU Data Sets-A Decision Guide for Clinicians and Data Scientists, 2022-03-02

• The promise of digital healthcare technologies, 2023-09-26

• Biomarkers for Progression in Diabetic Retinopathy: Expanding Personalized Medicine through Integration of AI with Electronic Health Records, 2021-03-18

• Crowdsourcing Knowledge Discovery and Innovations in Medicine, 2014-09-19

• Acute kidney injury detection using refined and physiological-feature augmented urine output, 2021-10-01

• An evaluation of the influence of body mass index on severity scoring., 2018-10-08

• Physiologic dead space is independently associated with mortality and discharge of mechanically ventilated patients with COVID-19 ARDS: a retrospective study, 2023-04-07

• Model for End-Stage Liver Disease score predicts mortality in critically ill cirrhotic patients, 2014-05-28

• AI Ethics Is Not a Panacea, 2021-04-01

• An interactive dashboard to track themes, development maturity, and global equity in clinical artificial intelligence research, 2022-05-25

• Dynamic Clinical Data Mining: Search Engine-Based Decision Support, 2014-06-23

• High resolution data modifies intensive care unit dialysis outcome predictions as compared with low resolution administrative data set, 2022-10-11

• Distance-Learning Collaborations for Rapid Knowledge Sharing to the Occupied Palestinian Territory During the COVID-19 Response: Experience from the OxPal Partnership, 2021-03-14

• From Big Data to Artificial Intelligence: Harnessing data routinely collected in the process of care, 2017-11-13

• Data-driven curation process for describing the blood glucose management in the intensive care unit, 2021-03-10

• 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, 2023-05-31

• Response to Oud, 2018-05-08

• The authors reply, 2018-04-11

• Sodium Modeling to Reduce Intradialytic Hypotension during Haemodialysis for Acute Kidney Injury in the Intensive Care Unit, 2015-11-26

• Accelerating ophthalmic AI research: the role of an open access data repository, 2021-04-14

• Artificial intelligence for telemedicine diabetic retinopathy screening: a review, 2023-09-21

• Obesity, Acute Kidney Injury, and Mortality in Critical Illness, 2015-09-04

• A data-driven approach to optimized medication dosing: a focus on heparin, 2014-08-05

• Analysis of Discrepancies Between Pulse Oximetry and Arterial Oxygen Saturation Measurements by Race and Ethnicity and Association With Organ Dysfunction and Mortality Discrepancies Between Sp o 2and Sa o 2by Race and Ethnicity and Association With Outcomes, 2021-11-03

• The authors reply, 2016-12-21

• Physician satisfaction with a multi-platform digital scheduling system, 2017-03-22

• Effectiveness of automated alerting system compared to usual care for the management of sepsis, 2022-07-19

• Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing, 2020-03-03

• A distributed approach to the regulation of clinical AI, 2022-05-26

• Who does the model learn from?, 2021-04-12

• Clinical Note Creation, Binning, and Artificial Intelligence, 2017-08-03

• ENGINEERING CONTROL INTO MEDICINE, 2015-01-30

• Racial and Geographic Disparities in Inter-Hospital Intensive Care Unit Transfers, 2017-09-15

• Deep learning to predict long-term mortality in patients requiring 7 days of mechanical ventilation, 2021-06-29

• The authors reply, 2021-06-27

• Assessment of Intensive Care Unit Laboratory Values That Differ From Reference Ranges and Association With Patient Mortality and Length of Stay Association of Laboratory Value Abnormalities With Patient Outcomes in the ICU, 2018-11-09

• Trends in Severity of Illness on ICU Admission and Mortality among the Elderly, 2014-04-03

• Performance of intensive care unit severity scoring systems across different ethnicities, 2021-01-20

• Author Correction: MIMIC-IV, a freely accessible electronic health record dataset, 2023-04-18