Publications

Linkai Peng, Cuiling Sun, Bin Wang, Jamie Rowell, Catherine Gao, Oyku Ikizgul, Eminenur Sentasci, Andrea Bejar, Halil Ertugrul Aktas, Gorkem Durak, Momen Wahidi, Christopher Kapp, Ulas Bagci

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2026Neural Computing and Applications

Decentralized gossip learning and federated averaging for histopathology image classification

Yusuf Ozturk, Bengisu Atli, Enes Goktekin, Akin Ozturk, Ulas Bagci

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2026RSNA 2026 (Scientific Presentation)

Multiscale MRI radiomics improves molecularly informed risk stratification in high-grade glioma

Yury Velichko

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2026ESGAR-2026 (Oral)

A multi-center MRI study with comprehensive radiological analysis of IPMN risk stratification with explainable AI

H. Aktas, G. Durak, A.M. Bejar, Z. Hong, R. Hendrix, H. Pan, E. Keles, F. Bol, Y. Taktak, C. Topel, Y. Tur, Z. Zhang, Y. Velichko, A. Medetalibeyoglu, S. Erturk, L. Zhao, F.H. Miller, M.B. Wallace, R.N. Keswani, U.Bagci

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2026Cancers

A predictive MRI radiomics model for histologic differentiation in soft tissue sarcomas

Laetitia Perronne, Nicolò Gennaro, Zuzanna Kobus, Mirinae Seo, Amir A Borhani, Linda Kelahan, Hatice Savas, Ryan Avery, Kamal Subedi, Chase Krumpelman, Gorkem Durak, Ulas Bagci, Akhil Chawla, Borislav Alexiev, Pedro Hermida de Viveiros, Seth Pollack, Yuri S Velichko

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2026DDW 2026

Acute pancreatitis outcome prediction with deep learning and radiomics

Ertugrul Aktas et al

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2026RSNA 2026 (Educational Exhibit)

AI for predicting recurrence and local tumor progression after locoregional therapies in hepatocellular carcinoma on MRI

Mehmet Akpinar et al.

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2026Medical Sciences

AI in the hot seat: head-to-head comparison of large language models and cardiologists in emergency scenarios

Vedat Cicek, Lili Zhao, Yalcin Tur, Ahmet Oz, Sahhan Kilic, Gorkem Durak, Faysal Saylik, Mert Ilker Hayiroglu, Tufan Cinar, Ulas Bagci

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2026RSNA 2026 (Educational Exhibit)

AI transformation in cirrhosis management

Enes Tasci et al.

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2026Balkan Medical Journal

AI-driven atrial fibrillation management: from signal to strategy

V Cicek, MI Hayiroglu, V Sharma, A Rahsepar, M Markl, U Bagci, RS Passman

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2026ECR 2026

AI-driven multimodal MRI framework for automated staging of laryngeal cancer

F Bol, M Iren, M Mureva, T-H Nguyen, T Nguyen, E Aktas, B Yildirim, U Bagci, B Atasoy

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2026SABI 2026

AI-powered pancreatic cancer risk prediction using multicenter MRI in centralized and federated learning

Gorkem Durak, Hongyi Pan, Elif Keles, Halil Ertugrul Aktas, Andrea Bejar, Sukru Mehmet Erturk, Chenchan Huang, Candice Bolan, Pallavi Tiwari, Lili Zhao, Tamas Gonda, Frank Miller, Rajesh Keswani, Michael Wallace, Ulas Bagci

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