AlonGevaMDMPH

PubMed

• Biomarker Assessment of a High-Risk, Data-Driven Pediatric Sepsis Phenotype Characterized by Persistent Hypoxemia, Encephalopathy, and Shock.
  Mihir R Atreya, Tellen D Bennett, Alon Geva, E Vincent S Faustino, Colin M Rogerson, Riad Lutfi, Natalie Z Cvijanovich, Michael T Bigham, Jeffrey Nowak, Adam J Schwarz...> ;Pediatric Critical Care Medicine. 2024 Mar 11
• Comparing the Quality of Domain-Specific Versus General Language Models for Artificial Intelligence-Generated Differential Diagnoses in PICU Patients.
  Alireza Akhondi-Asl, Youyang Yang, Matthew Luchette, Jeffrey P Burns, Nilesh M Mehta, Alon Geva> ;Pediatric Critical Care Medicine. 2024 Feb 8
• Distinct clinical phenotypes in paediatric cancer patients with sepsis are associated with different outcomes-an international multicentre retrospective study.
  Roelie M Wösten-van Asperen, Hannah M la Roi-Teeuw, Rombout Be van Amstel, Lieuwe Dj Bos, Wim Je Tissing, Iolanda Jordan, Christian Dohna-Schwake, Gabriella Bottari, J...> ;Eclinicalmedicine. 2023 Nov 1
• 1 citations
  A computable case definition for patients with SARS-CoV2 testing that occurred outside the hospital.
  Lijing Wang, Amy R Zipursky, Alon Geva, Andrew J McMurry, Kenneth D Mandl, Timothy A Miller> ;JAMIA Open. 2023 Oct 1
• Validation and Extension of the Association Between Potentially Excess Oxygen Exposure and Death in Mechanically Ventilated Children.
  Alon Geva, Alireza Akhondi-Asl, Nilesh M Mehta> ;Pediatric Critical Care Medicine. 2023 Sep 1
• External validation and biomarker assessment of a high-risk, data-driven pediatric sepsis phenotype characterized by persistent hypoxemia, encephalopathy, and shock.
  Mihir R Atreya, Tellen D Bennett, Alon Geva, Colin M Rogerson, Riad Lutfi, Natalie Z Cvijanovich, Jeffrey Nowak, Adam J Schwarz, Torrey Baines, Bereketeab Haileselassi...> ;Research Square. 2023 Aug 2
• 9 citations
  Derivation, Validation, and Clinical Relevance of a Pediatric Sepsis Phenotype With Persistent Hypoxemia, Encephalopathy, and Shock.
  L Nelson Sanchez-Pinto, Emily K Stroup, Yuan Luo, Mihir Atreya, Juliane Bubeck Wardenburg, Grace Chong, Alon Geva, Reid W Farris, Mark W Hall, Colin Rogerson, Sareen S...> ;Pediatric Critical Care Medicine. 2023 Oct 1
• Heart Rate Change as a Potential Digital Biomarker of Brain Death in Critically Ill Children With Acute Catastrophic Brain Injury.
  Kerri L LaRovere, Matthew Luchette, Alireza Akhondi-Asl, Bradley J DeSouza, Robert C Tasker, Nilesh M Mehta, Alon Geva> ;Critical Care Explorations. 2023 May 1
• 1 citations
  Examining the Evidence for Escalating Antimicrobial Regimens in Febrile Oncology and Hematopoietic Stem Cell Transplant Patients Admitted to the PICU: An Observational...
  Remi D Prince, Jennifer A Blumenthal, Alon Geva> ;Pediatric Critical Care Medicine. 2023 Jun 1
• 5 citations
  Weakly Semi-supervised phenotyping using Electronic Health records.
  Isabelle-Emmanuella Nogues, Jun Wen, Yucong Lin, Molei Liu, Sara K Tedeschi, Alon Geva, Tianxi Cai, Chuan Hong> ;Journal of Biomedical Informatics. 2022 Oct 1
• 2 citations
  Supraventricular Tachycardia in Infants With Congenital Diaphragmatic Hernia: Prevalence, Associations, and Outcomes.
  Joseph B Tella, Duy T Dao, Mark E Alexander, Alon Geva, Sally H Vitali, Jill M Zalieckas, Nilesh M Mehta, Michael L McManus, Terry L Buchmiller, Mary P Mullen> ;Pediatric Critical Care Medicine. 2022 Jul 1
• 6 citations
  Clinical Characteristics and Outcomes of Children with Acute Catastrophic Brain Injury: A 13-Year Retrospective Cohort Study.
  Kerri L LaRovere, Bradley J De Souza, Eliza Szuch, David K Urion, Sally H Vitali, Bo Zhang, Robert J Graham, Alon Geva, Robert C Tasker> ;Neurocritical Care. 2022 Jun 1
• Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review.
  Tianrun Cai, Zeling He, Chuan Hong, Yichi Zhang, Yuk-Lam Ho, Jacqueline Honerlaw, Alon Geva, Vidul Ayakulangara Panickan, Amanda King, David R Gagnon, Michael Gaziano,...> ;Journal of Biomedical Informatics. 2022 Aug 1
• 2 citations
  Implementation Science in Pediatric Critical Care - Sedation and Analgesia Practices as a Case Study.
  Alon Geva, Kate Madden, Nilesh M Mehta, Youyang Yang> ;Frontiers in Pediatrics. 2022 Jan 1
• 21 citations
  Data-driven clustering identifies features distinguishing multisystem inflammatory syndrome from acute COVID-19 in children and adolescents.
  Gertz, S. J., Gertz, S. J., , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , > ;Eclinicalmedicine. 2021 Oct 1
• 27 citations
  International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries.
  Florence T. Bourgeois, Alba Gutiérrez-Sacristán, Mark Keller, Molei Liu, Chuan Hong, Clara Lea Bonzel, Amelia L.M. Tan, Bruce J. Aronow, Martin Boeker, John Booth, Jai...> ;JAMA Network Open. 2021 Jun 1
• 5 citations
  A Machine Learning Classifier Improves Mortality Prediction Compared With Pediatric Logistic Organ Dysfunction-2 Score: Model Development and Validation.
  Remi D Prince, Alireza Akhondi-Asl, Nilesh M. Mehta, Alon Geva> ;Critical Care Explorations. 2021 May 17
• 12 citations
  eSIMPLER: A Dynamic, Electronic Health Record-Integrated Checklist for Clinical Decision Support During PICU Daily Rounds.
  Alon Geva, Ben D. Albert, Susan Hamilton, Mary-Jeanne Manning, Megan Barrett, Dimple Mirchandani, Matthew Harty, Erin C. Morgan, Monica E. Kleinman, Nilesh M. Mehta> ;Pediatric Critical Care Medicine. 2021 Oct 1
• 6 citations
  Implementation of an Analgesia-Sedation Protocol Is Associated With Reduction in Midazolam Usage in the PICU.
  Alireza Akhondi-Asl, Alon Geva, Danielle Dwyer, Carolyn Stickney, Monica E. Kleinman, Kate Madden, Amy L. Sanderson, Nilesh M. Mehta, Youyang Yang> ;Pediatric Critical Care Medicine. 2021 Apr 12
• 11 citations
  Coagulations Studies Do Not Correlate With Each Other or With Hematologic Complications During Pediatric Extracorporeal Membrane Oxygenation.
  Shyam J Deshpande, Sally H. Vitali, Ravi R. Thiagarajan, Steven Brediger, Michael L. McManus, Alon Geva> ;Pediatric Critical Care Medicine. 2021 Mar 5
• 3 citations
  A high-throughput phenotyping algorithm is portable from adult to pediatric populations
  Alon Geva, Molei Liu, Vidul A. Panickan, Paul Avillach, Tianxi Cai, Kenneth D. Mandl> ;Journal of the American Medical Informatics Association. 2021 Jun 12
• 20 citations
  Validation of an Internationally Derived Patient Severity Phenotype to Support COVID-19 Analytics from Electronic Health Record Data.
  Jeffrey G. Klann, Hossein Estiri, Griffin M. Weber, Bertrand Moal, Paul Avillach, Chuan Hong, Amelia L.M. Tan, Brett K. Beaulieu-Jones, Victor Castro, Thomas Maulhardt...> ;Journal of the American Medical Informatics Association. 2021 Feb 10
• 13 citations
  Adding Continuous Vital Sign Information to Static Clinical Data Improves the Prediction of Length of Stay After Intubation: A Data-Driven Machine Learning Approach.
  David Castineira, Katherine R Schlosser, Alon Geva, Amir Reza Rahmani, Gaston Fiore, Brian K Walsh, Craig D Smallwood, John H. Arnold, Mauricio Santillana> ;Respiratory Care. 2020 Sep 1
• 5 citations
  Adverse drug event presentation and tracking (ADEPT): semiautomated, high throughput pharmacovigilance using real-world data
  Alon Geva, Jason Stedman, Shannon Manzi, Chen Lin, Guergana Savova, Paul Avillach, Kenneth D. Mandl> ;JAMIA Open. 2020 Aug 31
• Noninvasive Ventilation Is Interrupted Frequently and Mostly Used at Night in the Pediatric Intensive Care Unit
  Katherine R Schlosser, Gaston Fiore, Craig D Smallwood, John F. Griffin, Alon Geva, Mauricio Santillana, John H. Arnold> ;Respiratory Care. 2020 Mar 1
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