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Uncertainty-Aware Explainable AI for Pancreatic Cysts: Identifying Deep Learning Vulnerabilities and Ensuring Safe Clinical Triage in IPMN Management

Year: 2026
Type: preprint
Study design: Observational Study
DOI: 10.21203/rs.3.rs-9096790/v1
Authors: Halil Ertugrul Aktas, Gorkem Durak, Andrea Mia Bejar, Ziliang Hong, Rutger Hendrix, Hongyi Pan, Elif Keles, Fergan Bol, Yavuz B Taktak, Cagdas Topel, Yalcin Tur, Zheyuan Zhang, Neil R Chatterjee, Yuri Velichko, Concetto Spampinato, Ivo G Schoots, Marco J Bruno, Chenchan Huang, Tamas Gonda, Alpay Medetalibeyoglu, Gulbiz Dagoglu Kartal, Sukru Mehmet Erturk, Lili Zhao, Candice Bolan, Frank H Miller, Michael B Wallace, Rajesh N Keswani, Ulas Bagci
Institutions: Northwestern University, University of Catania, Bakırköy Dr.Sadi Konuk Eğitim ve Araştırma Hastanesi, Sağlık Bilimleri Üniversitesi, Istanbul University, Stanford University, Erasmus MC, New York University, Mayo Clinic
Language: English
Field: Medicine
Open Access status: green
OpenAlex ID: W7140036474
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