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Ali Soroush, MD, MS, is a gastroenterologist and interdisciplinary researcher integrating artificial intelligence into the field of gastroenterology. He joins the Dr. Henry D. Janowitz Division of Gastroenterology and the Division of Data-Driven and Digital Medicine (D3M). He will lead the gastroenterology section of the Nadkarni lab, where he will focus on the intersection of upper gastrointestinal cancer epidemiology and artificial intelligence. Dr. Soroush’s research focus is using novel machine learning approaches for the identification of novel cancer risk factors and improved cancer risk stratification models. To improve artificial intelligence literacy and innovation in the field of gastroenterology, Dr. Soroush is collaborating with several major professional gastroenterology societies to organize a broad educational campaign as well as mentorship and innovation programs.
Dr. Soroush earned his medical degree from Rutgers New Jersey Medical School, going on to Columbia University to complete his residency in internal medicine and fellowship in gastroenterology. While serving as the chief gastroenterology fellow, Dr. Soroush leveraged cloud platforms and the electronic health record system to optimize clinical and administrative workflows for his co-fellows. During his fellowship, Dr. Soroush also earned an MS in Patient-Oriented Research and was awarded the Herbert Irving Comprehensive Cancer Center Velocity Data Science Fellowship to pursue supplementary research training in machine learning and data science. In 2022, he was named an American Association of Gastroenterology Innovation Fellow.
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Collaborations and top research areas from the last five years
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Evaluating and addressing demographic disparities in medical large language models: a systematic review
Omar, M., Sorin, V., Agbareia, R., Apakama, D. U., Soroush, A., Sakhuja, A., Freeman, R., Horowitz, C. R., Richardson, L. D., Nadkarni, G. N. & Klang, E., Dec 2025, In: International Journal for Equity in Health. 24, 1, 57.Research output: Contribution to journal › Review article › peer-review
Open Access36 Scopus citations -
Large language model uncertainty proxies: discrimination and calibration for medical diagnosis and treatment
Savage, T., Wang, J., Gallo, R., Boukil, A., Patel, V., Safavi-Naini, S. A. A., Soroush, A. & Chen, J. H., 1 Jan 2025, In: Journal of the American Medical Informatics Association. 32, 1, p. 139-149 11 p.Research output: Contribution to journal › Article › peer-review
Open Access29 Scopus citations -
Perception and Understanding of Artificial Intelligence Among Gastroenterology Fellows and Early Career Gastroenterologists: A Nationwide Cross-Sectional Survey Study
Tariq, R., Dilmaghani, S., Advani, R., Soroush, A., Berzin, T. & Khanna, S., Aug 2025, In: Digestive Diseases and Sciences. 70, 8, p. 2655-2664 10 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Persistent Lugol-unstained Lesions: A New Predictor of Progression to Esophageal Squamous Cell Carcinoma?
Soroush, A. & Dawsey, S. M., Jul 2025, In: Clinical Gastroenterology and Hepatology. 23, 8, p. 1306-1307 2 p.Research output: Contribution to journal › Editorial
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Closing the gap between open source and commercial large language models for medical evidence summarization
Zhang, G., Jin, Q., Zhou, Y., Wang, S., Idnay, B., Luo, Y., Park, E., Nestor, J. G., Spotnitz, M. E., Soroush, A., Campion, T. R., Lu, Z., Weng, C. & Peng, Y., Dec 2024, In: npj Digital Medicine. 7, 1, 239.Research output: Contribution to journal › Article › peer-review
Open Access47 Scopus citations
Press/Media
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Mount Sinai Health System And Guyana Ministry Of Health Host Seminar On Practical, Responsible Integration Of Artificial Intelligence In Health Care
Reich, D., Vreeman, R., Soroush, A. & Timsina, P.
24/04/26 → 1/05/26
24 items of Media coverage
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Moffitt Cancer Center Looks to Improve AI Coding Accuracy With New Partnership
4/06/24
1 item of Media coverage
Press/Media