Alon Geva, MD, MPH
Associate in Critical Care Medicine, Department of Anesthesiology, Critical Care and Pain Medicine; Director, Critical Care Informatics
Assistant Professor of Anaesthesia, Harvard Medical School
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Alon Geva, MD, MPH
Associate in Critical Care Medicine, Department of Anesthesiology, Critical Care and Pain Medicine; Director, Critical Care Informatics
Assistant Professor of Anaesthesia, Harvard Medical School
Medical Services
Languages
English
Hebrew
Education
Graduate School
MPH
Harvard School of Public Health
2010
Boston
MA
Medical School
Harvard Medical School
2010
Boston
MA
Residency
Boston Children's Hospital
2013
Boston
MA
Fellowship
2016
Boston
MA
Certifications
American Board of Pediatrics (General)
American Board of Pediatrics (Critical Care Medicine)
Publications
Accuracy of ICD-10 Codes for Suicidal Ideation and Action in Pediatric Emergency Department Encounters. View Abstract
Knowledge-Driven Online Multimodal Automated Phenotyping System. View Abstract
Phoenix Sepsis Criteria in Critically Ill Children: Retrospective Validation Using a United States Nine-Center Dataset, 2012-2018. View Abstract
Using Implementation Science to Assess Barriers to Agreement on Sedation Goal Setting and Assessment. View Abstract
Multisource representation learning for pediatric knowledge extraction from electronic health records. View Abstract
Electrocardiogram-Based Deep Learning to Predict Mortality in Repaired Tetralogy of Fallot. View Abstract
Accuracy of ICD-10 codes for suicidal ideation and action in pediatric emergency department encounters. View Abstract
Development and Validation of a Mortality Risk Score for Repaired Tetralogy of Fallot. View Abstract
Using the Past to Inform the Future: How a Classic Respiratory Physiology Equation Informs Computer-Based Simulators and Clinical Decision Support Systems. View Abstract
Moving Biosurveillance Beyond Coded Data Using AI for Symptom Detection From Physician Notes: Retrospective Cohort Study. View Abstract
Biomarker Assessment of a High-Risk, Data-Driven Pediatric Sepsis Phenotype Characterized by Persistent Hypoxemia, Encephalopathy, and Shock. View Abstract
Comparing the Quality of Domain-Specific Versus General Language Models for Artificial Intelligence-Generated Differential Diagnoses in PICU Patients. View Abstract
Automated Calculator for the Pediatric Sequential Organ Failure Assessment Score: Development and External Validation in a Single-Center 7-Year Cohort, 2015-2021. View Abstract
Dynamic Prediction of Mortality Using Longitudinally Measured Pediatric Sequential Organ Failure Assessment Scores: A Joint Modeling Approach. View Abstract
Emergency department visits and boarding for pediatric patients with suicidality before and during the COVID-19 pandemic. View Abstract
Distinct clinical phenotypes in paediatric cancer patients with sepsis are associated with different outcomes-an international multicentre retrospective study. View Abstract
External validation and biomarker assessment of a high-risk, data-driven pediatric sepsis phenotype characterized by persistent hypoxemia, encephalopathy, and shock. View Abstract
A computable case definition for patients with SARS-CoV2 testing that occurred outside the hospital. View Abstract
Derivation, Validation, and Clinical Relevance of a Pediatric Sepsis Phenotype With Persistent Hypoxemia, Encephalopathy, and Shock. View Abstract
Heart Rate Change as a Potential Digital Biomarker of Brain Death in Critically Ill Children With Acute Catastrophic Brain Injury. View Abstract
Validation and Extension of the Association Between Potentially Excess Oxygen Exposure and Death in Mechanically Ventilated Children. View Abstract
Examining the Evidence for Escalating Antimicrobial Regimens in Febrile Oncology and Hematopoietic Stem Cell Transplant Patients Admitted to the PICU: An Observational Study. View Abstract
A computable phenotype for patients with SARS-CoV2 testing that occurred outside the hospital. View Abstract
Weakly Semi-supervised phenotyping using Electronic Health records. View Abstract
Implementation Science in Pediatric Critical Care - Sedation and Analgesia Practices as a Case Study. View Abstract
Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review. View Abstract
Supraventricular Tachycardia in Infants With Congenital Diaphragmatic Hernia: Prevalence, Associations, and Outcomes. View Abstract
Clinical Characteristics and Outcomes of Children with Acute Catastrophic Brain Injury: A 13-Year Retrospective Cohort Study. View Abstract
Implementation of an Analgesia-Sedation Protocol Is Associated With Reduction in Midazolam Usage in the PICU. View Abstract
eSIMPLER: A Dynamic, Electronic Health Record-Integrated Checklist for Clinical Decision Support During PICU Daily Rounds. View Abstract
Data-driven clustering identifies features distinguishing multisystem inflammatory syndrome from acute COVID-19 in children and adolescents. View Abstract
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. View Abstract
A high-throughput phenotyping algorithm is portable from adult to pediatric populations. View Abstract
Coagulations Studies Do Not Correlate With Each Other or With Hematologic Complications During Pediatric Extracorporeal Membrane Oxygenation. View Abstract
International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries. View Abstract
A Machine Learning Classifier Improves Mortality Prediction Compared With Pediatric Logistic Organ Dysfunction-2 Score: Model Development and Validation. View Abstract
Adding Continuous Vital Sign Information to Static Clinical Data Improves the Prediction of Length of Stay After Intubation: A Data-Driven Machine Learning Approach. View Abstract
Adverse drug event presentation and tracking (ADEPT): semiautomated, high throughput pharmacovigilance using real-world data. View Abstract
Adverse drug event rates in pediatric pulmonary hypertension: a comparison of real-world data sources. View Abstract
Noninvasive Ventilation Is Interrupted Frequently and Mostly Used at Night in the Pediatric Intensive Care Unit. View Abstract
Extracting Adverse Drug Event Information with Minimal Engineering. View Abstract
Feature extraction for phenotyping from semantic and knowledge resources. View Abstract
Provider Connectedness to Other Providers Reduces Risk of Readmission After Hospitalization for Heart Failure. View Abstract
Simulation of a Novel Schedule for Intensivist Staffing to Improve Continuity of Patient Care and Reduce Physician Burnout. View Abstract
A Computable Phenotype Improves Cohort Ascertainment in a Pediatric Pulmonary Hypertension Registry. View Abstract
Learning a Comorbidity-Driven Taxonomy of Pediatric Pulmonary Hypertension. View Abstract
Therapeutic Hypothermia in Children. View Abstract
Long-term outcomes and risk factors for aortic regurgitation after discrete subvalvular aortic stenosis resection in children. View Abstract
A novel electroencephalography-based tool for objective assessment of network dynamics activated by nociceptive stimuli. View Abstract
Spread of methicillin-resistant Staphylococcus aureus in a large tertiary NICU: network analysis. View Abstract
A quantitative analysis of optimal treatment capacity for perinatal asphyxia. View Abstract
Dexamethasone and tonsillectomy bleeding: a meta-analysis. View Abstract
Network analysis of team structure in the neonatal intensive care unit. View Abstract
CoolSim: using industrial modeling techniques to examine the impact of selective head cooling in a model of perinatal regionalization. View Abstract
Risk factors for reoperation after repair of discrete subaortic stenosis in children. View Abstract
Hemoglobin Jamaica plain--a sickling hemoglobin with reduced oxygen affinity. View Abstract
Hemolytic anemia and severe rhabdomyolysis caused by compound heterozygous mutations of the gene for erythrocyte/muscle isozyme of aldolase, ALDOA(Arg303X/Cys338Tyr). View Abstract
Chronic disseminated intravascular coagulation and childhood-onset skin necrosis resulting from homozygosity for a protein C Gla domain mutation, Arg15Trp. View Abstract