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Donald U. Apakama

Mount Sinai Health System

SCHOLARLY PAPERS

2

DOWNLOADS

304

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Assessing Retrieval-Augmented Large Language Model Performance in Emergency Department ICD-10-CM Coding Compared to Human Coders

Number of pages: 35 Posted: 17 Oct 2024
Mount Sinai Health System, Sheba Medical Center, Mount Sinai Health System, Mount Sinai Health System, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System, Mount Sinai Health System, Mount Sinai Health System, Mount Sinai Health System, Mount Sinai Health System, Mount Sinai Health System, Mount Sinai Health System, Mount Sinai Health System, Mount Sinai Health System, Mount Sinai Health System and Mount Sinai Health System - The Charles Bronfman Institute of Personalized Medicine
Downloads 160 (469,621)

Abstract:

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Machine Learning, Clinical Documentation, Healthcare Automation, Emergency Medicine, Diagnostic Accuracy, Patient Data Analysis, Clinical Decision Support, Automated Medical Analysis, Large Language Models, Retrieval-Augmented Generation, Computer-Aided Diagnosis

2.

Socio-Demographic Modifiers Shape Large Language Models’ Ethical Decisions

Number of pages: 22 Posted: 18 Mar 2025
Mayo Clinic, Mayo Clinic, Mayo Clinic, Mount Sinai Health System, Mount Sinai Health System - Icahn School of Medicine, Mayo Clinic, Mayo Clinic, Mount Sinai Health System - The Charles Bronfman Institute of Personalized Medicine and Mount Sinai Health System
Downloads 144 (514,995)

Abstract:

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large language models, LLMs, Ethics, bias, Healthcare disparities