Publications

2026

Evaluating the Potential Impact of AI on Urinary Tract Infection Diagnosis in the Emergency Department Across Demographic Groups: Retrospective Cohort Study.
Iscoe M, Li H, Xue H, Socrates V, Gilson A, Huang T, Taylor RA. Evaluating the Potential Impact of AI on Urinary Tract Infection Diagnosis in the Emergency Department Across Demographic Groups: Retrospective Cohort Study. JMIR AI 2026, 5: e91148. PMID: 42090580, DOI: 10.2196/91148.
Peer-Reviewed Original Research
Ambient AI Scribes to Create Educational Feedback Notes for Medical Students: A Randomized Trial.
Talwalkar JS, Chartash D, Zhang L, Makutonin M, Safranek CW, Sidamon-Eristoff AE, Schwamm LH, Wright DS. Ambient AI Scribes to Create Educational Feedback Notes for Medical Students: A Randomized Trial. JMIR Med Educ 2026 PMID: 42052923, DOI: 10.2196/89996.
Peer-Reviewed Original Research
This study investigates how ambient AI scribes enhance written feedback quality for medical students, finding improved narrative detail without increasing instructor effort, despite usability challenges.
Full Summary
A Scoping Review of Teamwork, Patient Safety, and Clinician Well‐Being in the Emergency Department
Pavuluri S, Bray A, Sherak R, Hooper C, Sangal R, Melnick E. A Scoping Review of Teamwork, Patient Safety, and Clinician Well‐Being in the Emergency Department. Academic Emergency Medicine 2026, 33: e70262. PMID: 41877320, DOI: 10.1111/acem.70262.
Peer-Reviewed Original Research
MeSH Keywords and Concepts
From complexity to clarity: GPT-4 for patient-centered prostate cancer pathology reports
Fereydooni S, Homer R, Chartash D. From complexity to clarity: GPT-4 for patient-centered prostate cancer pathology reports. Patient Education And Counseling 2026, 149: 109597. PMID: 41905268, DOI: 10.1016/j.pec.2026.109597.
Peer-Reviewed Original Research
Concepts
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 Research
Concepts
Board Examination Pass Rates of Emergency Medicine Residency Training Programs: Associations With Founding Year, Teaching Status, Length, and Hospital Ownership
Topping C, Venkatesh A, Rothenberg C, Goldflam K, Carter W, Chung A, Siegelman J, Sangal R, Iscoe M, Ulrich A, Gettel C. Board Examination Pass Rates of Emergency Medicine Residency Training Programs: Associations With Founding Year, Teaching Status, Length, and Hospital Ownership. AEM Education And Training 2026, 10: e70144. PMID: 41798586, PMCID: PMC12964488, DOI: 10.1002/aet2.70144.
Peer-Reviewed Original Research
Concepts
Teams in Crisis: The Effect of Team Familiarity on Performance Under Conditions of Crisis and Uncertainty
Bray A, Sangal R, King M. Teams in Crisis: The Effect of Team Familiarity on Performance Under Conditions of Crisis and Uncertainty. Organization Science 2026, 37: 664-684. DOI: 10.1287/orsc.2025.20912.
Peer-Reviewed Original Research
Concepts
The Nuance of Clinical Decision Support in Intravenous Fluid Shortages
Sun W, Rothenberg C, Venkatesh A, Alfano A, Aydin A, Balcezak T, Brining D, Cahill J, Chmura C, Davison C, Dubin S, Liebhardt B, McGovern M, Mittleman C, Parwani V, Powers E, Rose M, Ulrich A, Van Tonder R, Tuffuor K, Zahn E, Sangal R. The Nuance of Clinical Decision Support in Intravenous Fluid Shortages. Journal Of Emergency Medicine 2026 DOI: 10.1016/j.jemermed.2026.02.035.
Peer-Reviewed Original Research
Concepts
Emergency Physicians' Electronic Health Record Use and High-Risk Unscheduled Return Visits: A Case-Control Study
Iscoe M, Feit B, Venkatesh A, Holland M, Melnick E. Emergency Physicians' Electronic Health Record Use and High-Risk Unscheduled Return Visits: A Case-Control Study. Journal Of Emergency Medicine 2026 DOI: 10.1016/j.jemermed.2026.02.039.
Peer-Reviewed Original Research
Concepts
Simulated evaluation of large language model stepwise diagnostic reasoning with real-world chest pain encounters and Bayesian networks
Safranek C, Socrates V, Wright D, Huang T, Alashi A, McCann K, Taylor R, Chartash D. Simulated evaluation of large language model stepwise diagnostic reasoning with real-world chest pain encounters and Bayesian networks. BMC Medical Informatics And Decision Making 2026, 26: 97. PMID: 41735989, DOI: 10.1186/s12911-026-03381-9.
Peer-Reviewed Original Research
MeSH Keywords and Concepts
Decoding Emergency Department Dissatisfaction: Factors Associated with Patient Complaints
Blenden M, Sangal R, Rothenberg C, Sun W, Tuffuor K, Pavuluri S, Van Tonder R, Chekijian S, Reid E, Parwani V. Decoding Emergency Department Dissatisfaction: Factors Associated with Patient Complaints. Western Journal Of Emergency Medicine 2026, 0: 244-249. PMCID: PMC13016072, DOI: 10.5811/westjem.48866.
Peer-Reviewed Original Research
Concepts
Reducing intravenous opioid reliance with subcutaneous administration in the emergency department
Dilip M, Sun W, Pavuluri S, Parwani V, Ackerman A, Liebhardt B, Van Tonder R, Venkatesh A, Sangal R. Reducing intravenous opioid reliance with subcutaneous administration in the emergency department. Pain Medicine 2026, pnag025. PMID: 41697972, DOI: 10.1093/pm/pnag025.
Peer-Reviewed Original Research
High-Risk Medication Prescriptions Among Older Adults Discharged from the Emergency Department
Iscoe M, Sangal R, Hwang U, Fried T, Meeker D, Conner T, Gettel C, Follman S, Wright D, Venkatesh A. High-Risk Medication Prescriptions Among Older Adults Discharged from the Emergency Department. JAMA Internal Medicine 2026, 186 PMID: 41661555, PMCID: PMC12887836, DOI: 10.1001/jamainternmed.2025.7883.
Peer-Reviewed Original Research
Concepts
Health Insurance Portability and Accountability Act Liability in the Age of Generative Artificial Intelligence
Schoolcraft D, Meltzer A, Sangal R, Terry A, Robertson K, Buckland D, Motalib S, Genes N, Vukmir R, Waseem T, FORCE A. Health Insurance Portability and Accountability Act Liability in the Age of Generative Artificial Intelligence. Journal Of The American College Of Emergency Physicians Open 2026, 7: 100317. PMID: 41625696, PMCID: PMC12859502, DOI: 10.1016/j.acepjo.2025.100317.
Peer-Reviewed Original Research
Concepts
Low Doxycycline Prescription Fill Rates Following Emergency Department Visits for Sexually Transmitted Infections
Sherak R, Amster L, Sangal R. Low Doxycycline Prescription Fill Rates Following Emergency Department Visits for Sexually Transmitted Infections. Academic Emergency Medicine 2026, 33: e70215. PMID: 41528112, DOI: 10.1111/acem.70215.
Peer-Reviewed Original Research
Concepts
Using generative artificial intelligence to standardize unstructured antigen profiles for the alloantibody exchange
McCann K, Wright D, Alvarez E, Sullivan J, Cantrell K, Hauser R. Using generative artificial intelligence to standardize unstructured antigen profiles for the alloantibody exchange. Transfusion 2026, 66: 481-490. PMID: 41481809, DOI: 10.1111/trf.70061.
Peer-Reviewed Original Research
MeSH Keywords and Concepts

2025

See All Publications

Publications

2026

Evaluating the Potential Impact of AI on Urinary Tract Infection Diagnosis in the Emergency Department Across Demographic Groups: Retrospective Cohort Study.

Ambient AI Scribes to Create Educational Feedback Notes for Medical Students: A Randomized Trial.

A Scoping Review of Teamwork, Patient Safety, and Clinician Well‐Being in the Emergency Department

From complexity to clarity: GPT-4 for patient-centered prostate cancer pathology reports

Correction: Real-World Evidence Synthesis of Digital Scribes Using Ambient Listening and Generative Artificial Intelligence for Clinician Documentation Workflows: Rapid Review

Board Examination Pass Rates of Emergency Medicine Residency Training Programs: Associations With Founding Year, Teaching Status, Length, and Hospital Ownership

Teams in Crisis: The Effect of Team Familiarity on Performance Under Conditions of Crisis and Uncertainty

The Nuance of Clinical Decision Support in Intravenous Fluid Shortages

Emergency Physicians' Electronic Health Record Use and High-Risk Unscheduled Return Visits: A Case-Control Study

Simulated evaluation of large language model stepwise diagnostic reasoning with real-world chest pain encounters and Bayesian networks

Decoding Emergency Department Dissatisfaction: Factors Associated with Patient Complaints

Reducing intravenous opioid reliance with subcutaneous administration in the emergency department

High-Risk Medication Prescriptions Among Older Adults Discharged from the Emergency Department

Health Insurance Portability and Accountability Act Liability in the Age of Generative Artificial Intelligence

Low Doxycycline Prescription Fill Rates Following Emergency Department Visits for Sexually Transmitted Infections

Using generative artificial intelligence to standardize unstructured antigen profiles for the alloantibody exchange

2025

Early Insights Among Emergency Medicine Physicians on Artificial Intelligence: A National, Convenience-sample Survey of the American College of Emergency Physicians

Understanding and Addressing Bias in Artificial Intelligence Systems: A Primer for the Emergency Medicine Physician

Can you really infer that? An exploratory study using the reasoning task typology to analyze clinic notes

Trends in older adults boarding in US EDs

Beyond Right and Wrong: The Diagnostic Calibration Matrix and Decision Latitude as a Tiered Framework for Evaluating Diagnostic Reasoning

An Electronic Health Record‐Integrated Clinical Pathway Improves Care of Sexual Assault Survivors

AgentMD: Empowering language agents for risk prediction with large-scale clinical tool learning

Reducing Delays in Postoperative Gynecologic Evaluations Through Automated Electronic Alerts

Evaluating a Disease-Specific Look-Back Trigger Methodology vs. Traditional Screening for Diagnostic Errors in the Emergency Department