Scholar
Ali Soroush
Google Scholar ID: nef0z7IAAAAJ
Icahn School of Medicine at Mount Sinai
Gastroenterology Artificial Intelligence Machine Learning
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Citations & Impact
All-time
Citations
1,325
H-index
15
i10-index
21
Publications
20
Co-authors
20
list available
Publications
6 items
Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework
2026
Cited
0
Evaluating Prompt Engineering Techniques for Accuracy and Confidence Elicitation in Medical LLMs
2025
Cited
0
The challenge of uncertainty quantification of large language models in medicine
2025
Cited
0
Vision Language Models versus Machine Learning Models Performance on Polyp Detection and Classification in Colonoscopy Images
2025
Cited
0
Self-Reported Confidence of Large Language Models in Gastroenterology: Analysis of Commercial, Open-Source, and Quantized Models
2025
Cited
0
Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data
arXiv.org · 2024
Cited
1
Co-authors
6 total
Girish Nadkarni
Icahn School of Medicine at Mount Sinai
Chunhua Weng
Professor, Columbia University
Seyed Amir Ahmad Safavi-Naini
Research Fellow at Research Institute for Gastroenterology and Liver Diseases
Yifan Peng
Associate Professor at Weill Cornell Medicine
Thomas Savage
University of Pennsylvania
Akhil Vaid
Icahn School of Medicine at Mount Sinai
