Publications

Research in medical imaging, machine learning, and human intelligence.

21–40 of 62 publications

Newest first
IEEE ISBI 2025

IPMN risk assessment under federated learning paradigm

Hongyi Pan, Ziliang Hong, Gorkem Durak, Elif Keles, Halil Ertugrul Aktas, Yavuz Taktak, Alpay Medetalibeyoglu, Zheyuan Zhang, Yury Velichko, Concetto Spampinato, Ivo Schoots, Marco J Bruno, Pallavi Tiwari, Candice Bolan, Tamas Gonda, Frank Miller, Rajesh N Keswani, Michael B Wallace, Ziyue Xu, Ulas Bagci

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MEDICAL IMAGE ANALYSIS - 2025

Large-scale multi-center CT and MRI segmentation of pancreas with deep learning (PanSegNet)

Zheyuan Zhang, Elif Keles, Gorkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade, Debesh Jha, Asli C. Ormeci, Alpay Medetalibeyoglu, Lanhong Yao, Bin Wang, Ilkin Sevgi Isler, Linkai Peng, Hongyi Pan, Camila Lopes Vendrami, Amir Bourhani, Yury Velichko, Boqing Gong, Concetto Spampinato, Ayis Pyrros, Pallavi Tiwari, Derk C.F. Klatte, Megan Engels, Sanne Hoogenboom, Candice W. Bolan, Emil Agarunov, Nassier Harfouch, Chenchan Huang, Marco J. Bruno, Ivo Schoots, Rajesh N. Keswani, Frank H. Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Baris Turkbey, Michael B. Wallace, Ulas Bagci

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RSNA 2025

Multi-center radiomics–deep learning fusion model for stratifying IPMN malignancy risk on MRI

Andrea Bejar, Ziliang Hong, Gorkem Durak, Elif Keles, Halil Ertugrul Aktas, Zheyuan Zhang, Hongyi Pan, Fergan Bol, Chao Chen, Concetto Spampinato, Alpay Medetalibeyoglu, Sukru Mehmet Erturk, Gulbiz M. Kartal, Yuri Velichko, Emil Agarunov, Ziyue Xu, Sachin Jambawalikar, Ivo Schoots, Marco Bruno, Tamas Gonda, Candice W. Bolan, Frank H. Miller, Rajesh Keswani, Pallavi Tiwari, Ulas Bagci

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Predictive Intelligence in Medicine (PRIME)-MICCAI

Pancreas part segmentation under federated learning paradigm

Ziliang Hong, Halil Ertugrul Aktas, Andrea Mia Bejar, Katherine Wu, Hongyi Pan, Gorkem Durak, Zheyuan Zhang, Sait Kayali, Temel Tirkes, Federica Proietto Salanitri, Concetto Spampinato, Michael Goggins, Tamas Gonda, Candice Bolan, Raj Keswani, Frank Miller, Michael Wallace, Ulas Bagci

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