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Girish N. Nadkarni

Mount Sinai Health System - The Charles Bronfman Institute of Personalized Medicine

SCHOLARLY PAPERS

11

DOWNLOADS

1,250

TOTAL CITATIONS

3

Scholarly Papers (11)

1.

Large Language Models Chase Zebras: Salient Cues Overrule Base Rates in Clinical Diagnosis

Number of pages: 20 Posted: 31 Dec 2025
Mount Sinai Health System, Hebrew University of Jerusalem - Hadassah Medical Center, Harvard University - Harvard Medical School, Mount Sinai Health System - The Charles Bronfman Institute of Personalized Medicine and Please see PDF for full list of authors & affiliations
Downloads 489 (146,941)

Abstract:

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AI in medicine, LLMs, medical biases, diagnosis

2.

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)

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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

3.

Per- and Polyfluoroalkyl Substances (PFAS) Exposure and Thyroid Cancer Risk

Number of pages: 33 Posted: 24 Mar 2023
Mount Sinai Health System - Department of Otolaryngology - Head and Neck Surgery, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System - Department of Environmental Medicine and Public Health, Mount Sinai Health System - Department of Environmental Medicine and Public Health, Mount Sinai Health System - The Charles Bronfman Institute of Personalized Medicine, University of California, Berkeley - School of Public Health, Mount Sinai Health System - Department of Environmental Medicine and Public Health, Mount Sinai Health System - Department of Environmental Medicine and Public Health, Mount Sinai Health System - Department of Otolaryngology - Head and Neck Surgery and Mount Sinai Health System - Department of Environmental Medicine and Public Health
Downloads 150 (494,203)

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Per- and Polyfluoroalkyl Substances (PFAS), Thyroid Cancer, Nested Case-Control Study, Multi-Ethnic, Environmental Exposure

4.

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 145 (514,995)

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

5.

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)

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

6.

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

7.

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 63 (951,658)

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Neonatology, Sedation, Encephalopathy, AI, Deep learning

8.

AI-Assisted Rheumatology Triage Changes with Referral Framing

Number of pages: 27 Posted: 21 Apr 2026
Mount Sinai Health System, Galilee Medical Center, Hebrew University of Jerusalem - Hadassah Medical Center, Galilee Medical Center, Sheba Medical Center, Galilee Medical Center, Harvard University - Harvard Medical School, Harvard University - Beth Israel Deaconess Medical Center, Harvard University - Beth Israel Deaconess Medical Center, Mount Sinai Health System - The Charles Bronfman Institute of Personalized Medicine and Harvard University - Beth Israel Deaconess Medical Center
Downloads 29 (1,345,526)

Abstract:

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AI, Bias, Diagnosis, Rheumatology

9.

Ad-Verse Effects: Pharmaceutical Advertising Shifts Drug Recommendations by Consumer-Facing AI

Number of pages: 20 Posted: 09 May 2026
Mount Sinai Health System, Hebrew University of Jerusalem - Hadassah Medical Center, Mount Sinai Health System, Mount Sinai Health System, Mount Sinai Health System, Mount Sinai Health System, University of Potsdam - Hasso Plattner Institute (HPI), Mount Sinai Health System - The Hasso Plattner Institute for Digital Health, Mount Sinai Health System, Mount Sinai Health System, Harvard University - Beth Israel Deaconess Medical Center and Mount Sinai Health System - The Charles Bronfman Institute of Personalized Medicine
Downloads 25 (1,470,786)

Abstract:

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AI, LLMs, Health Policy, Equitable Digital Health

10.

Electrocardiographic Differentiation of Hypertrophic Cardiomyopathy from Other Etiologies of Left Ventricular Hypertrophy or Dilatation

Number of pages: 27 Posted: 09 Feb 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Mount Sinai Health System - The Charles Bronfman Institute of Personalized Medicine, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Icahn School of Medicine at Mount Sinai, affiliation not provided to SSRN, affiliation not provided to SSRN, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai Health System - Icahn School of Medicine and Mount Sinai Health System - Icahn School of Medicine
Downloads 16 (1,518,554)

Abstract:

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Artificial intelligence, Hypertrophic cardiomyopathy, convolutional neural networks

11.

Immune Signaling Links Blood to Brain in Living Humans

Number of pages: 33 Posted: 11 Jun 2026
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, Mount Sinai Health System - The Charles Bronfman Institute of Personalized 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, University of Rome Tor Vergata, Mount Sinai Health System - Icahn School of Medicine, Mount Sinai School of Medicine, Mount Sinai Health System and Independent
Downloads 10

Abstract:

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Neuroimmunology, blood-brain communication, single-cell transcriptomic, ligand-receptor signaling, computational biology, computational Immunology