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Benjamin S. Glicksberg

Mount Sinai Health System - Icahn School of Medicine

SCHOLARLY PAPERS

5

DOWNLOADS

527

TOTAL CITATIONS

3

Scholarly Papers (5)

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 159 (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

3.

Mapping LLM Susceptibility to Medical Misinformation Across Clinical Notes and Social Media

Number of pages: 24 Posted: 24 Jun 2025
Mount Sinai Health System, Mayo Clinic, Mount Sinai Health System, Mount Sinai Health System, Icahn School of Medicine at Mount Sinai - Scientific Computing, Mount Sinai Health System - Icahn School of Medicine, Mayo Clinic, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System, Mount Sinai Health System - The Charles Bronfman Institute of Personalized Medicine and Mount Sinai Health System
Downloads 93 (730,864)

Abstract:

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AI, Large language models (LLMs), Safe AI, Medical misinformation

4.

Generating Credible Referenced Medical Research: A Comparative Study of Openai's Gpt-4 and Google's Gemini

Number of pages: 20 Posted: 02 Apr 2024
Mount Sinai Health System, Edith Wolfson Medical Center, affiliation not provided to SSRN, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System - The Charles Bronfman Institute of Personalized Medicine and affiliation not provided to SSRN
Downloads 70 (883,195)
Citation 3

Abstract:

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Artificial IntelligenceMedical Research WritingCitation AccuracyGPT-4Gemini Model

5.

Accurate Prediction of Neurologic Changes in Critically Ill Infants with Deep Learning on Video Data

Number of pages: 22 Posted: 26 Jun 2024
Yeshiva University - Albert Einstein College of Medicine, FloDri Inc, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System - Icahn School of Medicine, Harvard University - Division of Newborn Medicine, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System - The Charles Bronfman Institute of Personalized Medicine and Mount Sinai Health System - Icahn School of Medicine
Downloads 61 (951,658)

Abstract:

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Neonatology, Sedation, Encephalopathy, AI, Deep learning