Publications by authors named "Ali Soroush"

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Vision language models versus machine learning models performance on polyp detection and classification in colonoscopy images.
Mohammad Amin Khalafi, Seyed Amir Ahmad Safavi-Naini, Ameneh Salehi, Nariman Naderi, Dorsa Alijanzadeh, Ali Soroush

Sci Rep· November 2025

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Benchmarking proprietary and open-source language and vision-language models for gastroenterology clinical reasoning.
Seyed Amir Ahmad Safavi-Naini, Shuhaib Ali, Omer Shahab, Zahra Shahhoseini, Thomas Savage, Ali Soroush

NPJ Digit Med· November 2025

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Large language models versus classical machine learning performance in COVID-19 mortality prediction using high-dimensional tabular data.
Mohammadreza Ghaffarzadeh-Esfahani, Mahdi Ghaffarzadeh-Esfahani, Aryan Salahi-Niri, Hossein Toreyhi, Zahra Atf, Ali Soroush

Sci Rep· November 2025

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Correction: Pilot evaluation of a novel, automated ergonomics assessment tool.
Bara El Kurdi, Sumbal Babar, Ali Soroush, Jay Bapaye, Reid D Wasserman

Endosc Int Open· September 2025

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Generative Artificial Intelligence in Clinical Medicine and Impact on Gastroenterology.
Ali Soroush, Mauro Giuffrè, Sunny Chung, Dennis L Shung

Gastroenterology· August 2025

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Perception and Understanding of Artificial Intelligence Among Gastroenterology Fellows and Early Career Gastroenterologists: A Nationwide Cross-Sectional Survey Study.
Raseen Tariq, Saam Dilmaghani, Rashmi Advani, Ali Soroush, Tyler Berzin

Dig Dis Sci· August 2025

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Impact of Artificial Intelligence on the Gastroenterology Workforce and Practice.
Ali Soroush, Shibani P Sabnis, Shivan J Mehta, Shazia Mehmood Siddique

Clin Gastroenterol Hepatol· August 2025

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Persistent Lugol-unstained Lesions: A New Predictor of Progression to Esophageal Squamous Cell Carcinoma?
Ali Soroush, Sanford M Dawsey

Clin Gastroenterol Hepatol· July 2025

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Pilot evaluation of a novel, automated ergonomics assessment tool.
Bara El Kurdi, Sumbal Babar, Ali Soroush, Jay Bapaye, Reid D Wasserman

Endosc Int Open· May 2025

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Extracting International Classification of Diseases Codes from Clinical Documentation Using Large Language Models.
Ashley Simmons, Kullaya Takkavatakarn, Megan McDougal, Brian Dilcher, Jami Pincavitch, Ali Soroush

Appl Clin Inform· March 2025

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Evaluating and addressing demographic disparities in medical large language models: a systematic review.
Mahmud Omar, Vera Sorin, Reem Agbareia, Donald U Apakama, Ali Soroush

Int J Equity Health· February 2025

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Large language model uncertainty proxies: discrimination and calibration for medical diagnosis and treatment.
Thomas Savage, John Wang, Robert Gallo, Abdessalem Boukil, Vishwesh Patel, Ali Soroush

J Am Med Inform Assoc· January 2025

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Strong association of single nucleotide polymorphisms in BRCA1, ATM, and CHEK2 with breast cancer susceptibility in a sub-population of Iranian women.
Sepideh Jahangiri, Zahra Abdan, Ali Soroush, Massoud Houshmand, Mozaffar Aznab

Breast Cancer Res Treat· January 2025

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Benchmarking Large Language Models for Extraction of International Classification of Diseases Codes from Clinical Documentation.
Ashley Simmons, Kullaya Takkavatakarn, Megan McDougal, Brian Dilcher, Jami Pincavitch, Ali Soroush

medRxiv· November 2024

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Assessing Retrieval-Augmented Large Language Model Performance in Emergency Department ICD-10-CM Coding Compared to Human Coders.
Eyal Klang, Idit Tessler, Donald U Apakama, Ethan Abbott, Benjamin S Glicksberg, Ali Soroush

medRxiv· October 2024

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Closing the gap between open source and commercial large language models for medical evidence summarization.
Gongbo Zhang, Qiao Jin, Yiliang Zhou, Song Wang, Betina Idnay, Ali Soroush

NPJ Digit Med· September 2024

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Racial, Ethnic, and Sex Differences in Incidence-Based Mortality of Aggregate Upper Gastrointestinal Cancers.
Alyyah Malick, Jennifer S Ferris, Chin Hur, Julian A Abrams, Ali Soroush

Clin Transl Gastroenterol· August 2024

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Closing the gap between open-source and commercial large language models for medical evidence summarization.
Gongbo Zhang, Qiao Jin, Yiliang Zhou, Song Wang, Betina R Idnay, Ali Soroush

ArXiv· July 2024

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Retrieval augmented scientific claim verification.
Hao Liu, Ali Soroush, Jordan G Nestor, Elizabeth Park, Betina Idnay

JAMIA Open· April 2024

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Large language models: a primer and gastroenterology applications.
Omer Shahab, Bara El Kurdi, Aasma Shaukat, Girish Nadkarni, Ali Soroush

Therap Adv Gastroenterol· February 2024

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Comparing ChatGPT and GPT-4 performance in USMLE soft skill assessments.
Dana Brin, Vera Sorin, Akhil Vaid, Ali Soroush, Benjamin S Glicksberg

Sci Rep· October 2023

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Understanding conflicts of interest in rational drug prescription in a developing country: A stakeholder analysis, healthcare guidelines and ethical public health issues.
Farideh Moradi, Mohammad Bazyar, Ali Soroush, Hesam Seyedin, Fatemeh Soleymani

J Prev Med Hyg· September 2023

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Evaluating large language models on medical evidence summarization.
Liyan Tang, Zhaoyi Sun, Betina Idnay, Jordan G Nestor, Ali Soroush

NPJ Digit Med· August 2023

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Natural Language Processing Can Automate Extraction of Barrett's Esophagus Endoscopy Quality Metrics.
Ali Soroush, Courtney J Diamond, Haley M Zylberberg, Benjamin May, Nicholas Tatonetti

medRxiv· July 2023

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Evaluating Large Language Models on Medical Evidence Summarization.
Liyan Tang, Zhaoyi Sun, Betina Idnay, Jordan G Nestor, Ali Soroush

medRxiv· April 2023

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