Publications:38
Xueyan Mei, PhD
About Me
Dr. Xueyan Mei is an Assistant Professor in the Department of Diagnostic, Molecular and Interventional Radiology and in the Windreich Department of Artificial Intelligence and Human Health. Dr. Mei has a secondary appointment in the Department of Emergency Medicine and is a faculty member of the BioMedical Engineering and Imaging Institute at the Icahn School of Medicine at Mount Sinai. Dr. Mei obtained her Ph.D. in Biological Science and completed her postdoctoral training at Mount Sinai. Dr. Mei is leading projects funded by NIH and NSF. She has published in top journals and international conferences. She serves on the editorial board of Radiology: Artificial Intelligence. Dr. Mei is the recipient of the Eric and Wendy Schmidt AI in Human Health Fellow award from the Eric Schmidt Foundation. Dr. Mei is actively developing AI/ML multimodal foundation models and vision-language models.
Language
English
Position
ASSISTANT PROFESSOR | Diagnostic, Molecular and Interventional Radiology, ASSISTANT PROFESSOR | Emergency Medicine, ASSISTANT PROFESSOR | Artificial Intelligence and Human Health, ASSISTANT PROFESSOR | Graduate Education
Research Topics
Image Analysis, Mathematical and Computational Biology
Multi-Disciplinary Training Areas
Artificial Intelligence and Emerging Technologies in Medicine [AIET], Disease Mechanisms and Therapeutics (DMT)
Publications
Selected Publications
- ONCO-RADS-guided Large Language Models for Extraction and Classification of Incidental Findings on Whole-Body Imaging Reports. Mickael Tordjman, Murat Yuce, Zelong Liu, Anis Meribout, Ian Bolger, Amine Geahchan, Francisco Restrepo, Himanshu Joshi, Hao Chih Lee, Timothy Deyer, Zahi Fayad, Sara Lewis, Giuseppe Petralia, Xueyan Mei, Bachir Taouli. Radiology: Imaging Cancer
- Limitations of Large Language Models in Clinical Diagnostic Reasoning. Mickael Tordjman, Xueyan Mei. JAMA network open
- The Rise of Deepfake Medical Imaging: Radiologists' Diagnostic Accuracy in Detecting ChatGPT-generated Radiographs. Mickael Tordjman, Murat Yuce, Amine Ammar, Mingqian Huang, Fadila Mihoubi Bouvier, Maxime Lacroix, Anis Meribout, Ian Bolger, Efe Ozkaya, Himanshu Joshi, Amine Geahchan, Rayane El Rahi, Haidara Almansour, Ashwin Singh Parihar, Carolyn Horst, Samet Ozturk, Muhammed Edip Isleyen, Gul Gizem Pamuk, Ahmet Tan Cimilli, Timothy Deyer, Arvin Calinghen, Enora Guillo, Rola Husain, Jean Denis Laredo, Zahi A. Fayad, Xueyan Mei, Bachir Taouli. Radiology
Industry Relationships
Physicians and scientists on the faculty of the Icahn School of Medicine at Mount Sinai often interact with pharmaceutical, device, biotechnology companies, and other outside entities to improve patient care, develop new therapies and achieve scientific breakthroughs. In order to promote an ethical and transparent environment for conducting research, providing clinical care and teaching, Mount Sinai requires that salaried faculty inform the School of their outside financial relationships.
Below are financial relationships with industry reported by Dr. Mei during 2025 and/or 2026. Please note that this information may differ from information posted on corporate sites due to timing or classification differences.
Consulting or Other Professional Services
Examples include, but are not limited to, committee participation, data safety monitoring board (DSMB) membership- RadImageNet LLC
Mount Sinai’s faculty policies relating to faculty collaboration with industry are posted on our website. Patients may wish to ask their physician about the activities they perform for companies.