Stephen P. Ma

Internal Medicine

300 Pasteur Dr
Stanford, CA 94305

Last Updated: 09/26/2026

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Found 32 publications

An Electronic Health Record-Integrated, Large Language Model-Powered Tool to Triage Surgical Patients.

An Electronic Health Record-Integrated, Large Language Model-Powered Tool to Triage Surgical Patients.

Journal: JAMA network open

Published: August 20, 2026

SmartAlert - Implementing Machine Learning-Driven Clinical Decision Support for Inpatient Laboratory Utilization Reduction.

SmartAlert - Implementing Machine Learning-Driven Clinical Decision Support for Inpatient Laboratory Utilization Reduction.

Journal: NEJM AI

Published: July 15, 2026

Hypertension, but Not Cancer or Obesity, Is Compatible With Extreme Longevity: A Multi-Institution Analysis of 733,919 US Centenarians.

Hypertension, but Not Cancer or Obesity, Is Compatible With Extreme Longevity: A Multi-Institution Analysis of 733,919 US Centenarians.

Journal: Journal of the American Geriatrics Society

Published: June 19, 2026

Physician-Reported Safety Outcomes of AI-Generated Hospital Course Summaries.

Physician-Reported Safety Outcomes of AI-Generated Hospital Course Summaries.

Journal: JAMA network open

Published: May 08, 2026

Cultryx: Precision Diagnostic Stewardship for Blood Cultures Using Machine Learning.

Cultryx: Precision Diagnostic Stewardship for Blood Cultures Using Machine Learning.

Journal: medRxiv : the preprint server for health sciences

Published: March 23, 2026

MedFactEval and MedAgentBrief: A Framework and Workflow for Generating and Evaluating Factual Clinical Summaries.

MedFactEval and MedAgentBrief: A Framework and Workflow for Generating and Evaluating Factual Clinical Summaries.

Journal: Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing

Published: February 27, 2026

Automated Evaluation of Large Language Model Response Concordance with Human Specialist Responses on Physician-to-Physician eConsult Cases.

Automated Evaluation of Large Language Model Response Concordance with Human Specialist Responses on Physician-to-Physician eConsult Cases.

Journal: Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing

Published: February 27, 2026

Retrieval-Augmented Guardrails for AI-Drafted Patient-Portal Messages: Error Taxonomy Construction and Large-Scale Evaluation.

Retrieval-Augmented Guardrails for AI-Drafted Patient-Portal Messages: Error Taxonomy Construction and Large-Scale Evaluation.

Journal: Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing

Published: February 27, 2026

A Multi-Phase Analysis of Blood Culture Stewardship: Machine Learning Prediction, Expert Recommendation Assessment, and LLM Automation.

A Multi-Phase Analysis of Blood Culture Stewardship: Machine Learning Prediction, Expert Recommendation Assessment, and LLM Automation.

Journal: AMIA ... Annual Symposium proceedings. AMIA Symposium

Published: February 23, 2026

Machine Learning-Based Prediction of Antimicrobial Susceptibility: A Step Towards Precision Antimicrobial Stewardship.

Machine Learning-Based Prediction of Antimicrobial Susceptibility: A Step Towards Precision Antimicrobial Stewardship.

Journal: AMIA ... Annual Symposium proceedings. AMIA Symposium

Published: February 23, 2026

Estimated impact of the Aliso Canyon disaster on emergency department visits.

Estimated impact of the Aliso Canyon disaster on emergency department visits.

Journal: Environment international

Published: January 23, 2026

Patient perspectives on clinicians' use of ambient AI scribes.

Patient perspectives on clinicians' use of ambient AI scribes.

Journal: JAMIA open

Published: January 13, 2026

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Last Updated: 09/26/2026