Andrew Loza, MD, PhD
Instructor of Biomedical Informatics and Data ScienceCards
About
Research
Publications
2026
Correction: Real-World Evidence Synthesis of Digital Scribes Using Ambient Listening and Generative Artificial Intelligence for Clinician Documentation Workflows: Rapid Review
Kanaparthy N, Villuendas-Rey Y, Bakare T, Diao Z, Iscoe M, Loza A, Wright D, Safranek C, Faustino I, Brackett A, Melnick E, Taylor R. Correction: Real-World Evidence Synthesis of Digital Scribes Using Ambient Listening and Generative Artificial Intelligence for Clinician Documentation Workflows: Rapid Review. JMIR AI 2026, 5: e93250. PMID: 41824620, PMCID: PMC12986773, DOI: 10.2196/93250.Peer-Reviewed Original ResearchElectronic health record use factors linked to efficiency and productivity: an explainable machine learning analysis
Li H, Khanna V, Apathy N, Holmgren A, Loza A, Melnick E. Electronic health record use factors linked to efficiency and productivity: an explainable machine learning analysis. JAMIA Open 2026, 9: ooag018. PMID: 41767181, PMCID: PMC12936052, DOI: 10.1093/jamiaopen/ooag018.Peer-Reviewed Original ResearchElectronic health recordsEHR timeVisit volumePhysician efficiencyPatient visit volumeLongitudinal cohort studyInbox managementChart completionUnique physiciansHealth recordsPatient careSecondary analysisCohort studyPhysiciansWork environmentEfficient working environmentUS organizationsQuintileCareMachine Learning ClassifiersSpecialtyVisitsInterventionLt;25Use factors
2025
Accuracy without compromise: a programming-inspired solution for EHR workflow redesign in the generative AI Era
Melnick E, Moser F, Loza A. Accuracy without compromise: a programming-inspired solution for EHR workflow redesign in the generative AI Era. Discover Artificial Intelligence 2025, 5: 338. DOI: 10.1007/s44163-025-00662-6.Peer-Reviewed Original ResearchLanguage Server ProtocolModern software developmentSpeech-to-text transcriptionStandards-based platformBack-end servicesSoftware developmentServer protocolsLanguage modelWorkflow redesignUser interfaceTransform documentsAmbient systemsGenerative AIOpen standardsBack-endTraditional documentsInformation managementError detectionReal-timeAI eraEHRClinical documentationInformation boxesClinical workflowDecision-support toolReal-World Evidence Synthesis of Digital Scribes Using Ambient Listening and Generative Artificial Intelligence for Clinician Documentation Workflows: Rapid Review
Kanaparthy N, Villuendas-Rey Y, Bakare T, Diao Z, Iscoe M, Loza A, Wright D, Safranek C, Faustino I, Brackett A, Melnick E, Taylor R. Real-World Evidence Synthesis of Digital Scribes Using Ambient Listening and Generative Artificial Intelligence for Clinician Documentation Workflows: Rapid Review. JMIR AI 2025, 4: e76743. PMID: 41071988, PMCID: PMC12513689, DOI: 10.2196/76743.Peer-Reviewed Original ResearchS632 Use of Stool-Based Tests Is Associated With Increased Uptake of the 2021 USPSTF Colorectal Cancer Screening Guidelines
Householder S, Loza A, Dominitz J, Davies L, Justice A, Rentsch C. S632 Use of Stool-Based Tests Is Associated With Increased Uptake of the 2021 USPSTF Colorectal Cancer Screening Guidelines. The American Journal Of Gastroenterology 2025, 120: s135-s135. DOI: 10.14309/01.ajg.0001129988.13227.a3.Peer-Reviewed Original ResearchIdentifying Deprescribing Opportunities With Large Language Models in Older Adults: Retrospective Cohort Study
Socrates V, Wright D, Huang T, Fereydooni S, Dien C, Chi L, Albano J, Patterson B, Kanaparthy N, Wright C, Loza A, Chartash D, Iscoe M, Taylor R. Identifying Deprescribing Opportunities With Large Language Models in Older Adults: Retrospective Cohort Study. JMIR Aging 2025, 8: e69504. PMID: 40215480, PMCID: PMC12032504, DOI: 10.2196/69504.Peer-Reviewed Original ResearchFractal Geometry and the Complexity of Medical Decision‐Making
Doolittle B, Loza A. Fractal Geometry and the Complexity of Medical Decision‐Making. Journal Of Evaluation In Clinical Practice 2025, 31: e70086. PMID: 40184054, DOI: 10.1111/jep.70086.Peer-Reviewed Original Research
2024
Pre-to-post COVID-19 pandemic trends in time from emergency department arrival to inpatient floor arrival: Door to floor time
Loza A, Sangal R, Gielissen K, Melnick E, Sankey C, Ostfeld-Johns S. Pre-to-post COVID-19 pandemic trends in time from emergency department arrival to inpatient floor arrival: Door to floor time. The American Journal Of Emergency Medicine 2024, 89: 187-189. PMID: 39731897, DOI: 10.1016/j.ajem.2024.12.051.Peer-Reviewed Original ResearchCorrection: Predicting physician departure with machine learning on EHR use patterns: A longitudinal cohort from a large multi-specialty ambulatory practice
Lopez K, Li H, Paek H, Williams B, Nath B, Melnick E, Loza A. Correction: Predicting physician departure with machine learning on EHR use patterns: A longitudinal cohort from a large multi-specialty ambulatory practice. PLOS ONE 2024, 19: e0315090. PMID: 39625911, PMCID: PMC11614266, DOI: 10.1371/journal.pone.0315090.Peer-Reviewed Original ResearchUsing Panel Management to Identify Adult Patients With High-Risk Metabolic Dysfunction–Associated Steatotic Liver Disease/Metabolic Dysfunction–Associated Steatohepatitis Fibrosis in a Primary Care Clinic: A Pilot Study
Householder S, Loza A, Gupta V, Doolittle B. Using Panel Management to Identify Adult Patients With High-Risk Metabolic Dysfunction–Associated Steatotic Liver Disease/Metabolic Dysfunction–Associated Steatohepatitis Fibrosis in a Primary Care Clinic: A Pilot Study. The Permanente Journal 2024, 28: 38-47. PMID: 39444281, PMCID: PMC11648331, DOI: 10.7812/tpp/24.094.Peer-Reviewed Original ResearchPrimary care clinicsYears of ageCare clinicsPanel managementShear wave elastographyFIB-4 scoreElectronic health recordsDetection of patientsClinically relevant morbidityFollow-up appointmentsWave elastographyPrimary careRelevant morbidityFIB-4Advanced fibrosisFibrosis-4Adult patientsHealth recordsSubspecialty careMedical complexityExperience complicationsPatient acceptanceTargeted interventionsWork-upClinical care
Academic Achievements & Community Involvement
News
News
- April 17, 2026
Two BIDS Trainees Receive 2026 NSF Graduate Research Fellowships
- November 11, 2025
Andrew Loza Receives Poster Award at CTSA Meeting
- July 01, 2025
Graduate Spotlight: Huan Li's Journey Through Yale's CBB PhD Program
- May 29, 2025
Andrew Loza Receives 2024 Hartwell Foundation Award to Advance Pediatric Predictive Modeling
Get In Touch
Contacts
Email