1 citations · 1 across the 2 of their papers we have counts for
3 papers
Counterfactual Auditing of Bias in Open-Source Large Language Models for Clinical Triage
Manar Aljohani, Brandon Ho, Kenneth McKinley +2
Emergency department (ED) triage is a high-stakes prioritization task in which demographic, socioeconomic, and system-context information may improperly influence acuity assignment…
Domain-Adapted Small Language Models for Reliable Clinical Triage
Manar Aljohani, Brandon Ho, Kenneth McKinley +2
Accurate and consistent Emergency Severity Index (ESI) assignment remains a persistent challenge in emergency departments, where highly variable free-text triage documentation cont…
A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare
Manar Aljohani, Jun Hou, Sindhura Kommu +1
The application of large language models (LLMs) in healthcare holds significant promise for enhancing clinical decision-making, medical research, and patient care. However, their i…