Ali Soroush

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Assistant Professor

Icahn School of Medicine at Mount Sinai

United States

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About

Dr. Ali Soroush is an Assistant Professor at the Icahn School of Medicine at Mount Sinai in the United States. His research interests focus on the application of large language models in medical diagnosis and treatment, as well as their performance in summarizing medical evidence. Recent articles authored by Dr. Soroush explore topics including medical coding, gastrointestinal cancers, and innovative techniques in gastroenterology.

Recent Grants

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A machine-learning risk model for upper gastrointestinal cancer using EHR data

Open Date: 2021-07-01

Close Date: 2023-06-01

Grant: Close

Predicting Upper Gastrointestinal Cancers Using Deep Learning and Electronic Health Record Data

Open Date:

Close Date:

Articles (16)

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2025

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2024

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2024

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2022

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2021

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2021

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2020

Collaborators (6)

Benjamin Glicksberg

Assistant Professor

Icahn School of Medicine at Mount Sinai

UNITED STATES

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Justin Rousseau

Associate Professor

University of Texas Southwestern Medical Center

UNITED STATES

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Chunhua Weng

Columbia University

UNITED STATES

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Karthik Natarajan

Columbia University Irving Medical Center

UNITED STATES

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Jason Zucker

Columbia University Irving Medical Center

UNITED STATES

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Hao Liu

Assistant Professor

Montclair State University

UNITED STATES

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Ali Soroush

Research Interests

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About

Recent Grants

Articles (16)

Large language model uncertainty proxies: discrimination and calibration for medical diagnosis and treatment

Large Language Models Are Poor Medical Coders — Benchmarking of Medical Code Querying

Retrieval augmented scientific claim verification.

Closing the gap between open source and commercial large language models for medical evidence summarization

Endoscopy-Guided High-Pressure Spray “Power-Wash” for Detection of Gastric Intestinal Metaplasia and Dysplasia

Large language models: a primer and gastroenterology applications

Racial, Ethnic, and Sex Differences in Incidence-Based Mortality of Aggregate Upper Gastrointestinal Cancers

Evaluating large language models on medical evidence summarization

Sex and smoking differences in the association between gastroesophageal reflux and risk of esophageal squamous cell carcinoma in a high‐incidence area: Golestan Cohort Study

Comparing ChatGPT and GPT-4 performance in USMLE soft skill assessments

Risk Factors Associated With SARS-CoV-2 Breakthrough Infections in Fully mRNA-Vaccinated Individuals: Retrospective Analysis

Non-Acid Fluid Exposure and Esophageal Squamous Cell Carcinoma

Leveraging electronic health record data for clinical trial planning by assessing eligibility criteria's impact on patient count and safety.

Oral Microbiome Alterations and SARS-CoV-2 Saliva Viral Load in Patients with COVID-19.

Increasing Prevalence of Frailty and Its Association with Readmission and Mortality Among Hospitalized Patients with IBD.

Clinical significance of recurrent gastroesophageal junction intestinal metaplasia after endoscopic eradication of Barrett's esophagus.

Collaborators (6)

Benjamin Glicksberg

Justin Rousseau

Chunhua Weng

Karthik Natarajan

Jason Zucker

Hao Liu

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