Ali Soroush
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
Contact
No contact links provided.
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
Resume (English only)
Co-authors
20 total
Girish Nadkarni
Girish Nadkarni
Icahn School of Medicine at Mount Sinai
Co-author 2
Co-author 2
Chunhua Weng
Chunhua Weng
Professor, Columbia University
Co-author 4
Co-author 4
Seyed Amir Ahmad Safavi-Naini
Seyed Amir Ahmad Safavi-Naini
Research Fellow at Research Institute for Gastroenterology and Liver Diseases
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Co-author 8
Co-author 8