Publications

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

1–20 of 369 publications

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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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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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2026RSNA 2026 (Educational Exhibit)

AI transformation in cirrhosis management

Enes Tasci 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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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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2026RSNA 2026 (Scientific Presentation)

Artificial intelligence detects pancreatic cancer on CT nearly one year before clinical diagnosis across three international centers

Zongwei Zhou

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2026RSNA 2026 (Scientific Presentation)

Artificial intelligence for prostate segmentation on MRI in global populations

Tiago Coelho et al

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2026RSNA 2026 (Scientific Presentation)

Augmented and virtual reality for preprocedural planning in transarterial interventional oncology: a pilot feasibility and usability study

Saad Abu Zahra et al

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2026DDW 2026

Acute pancreatitis outcome prediction with deep learning and radiomics

Ertugrul Aktas et al

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2026IEEE EMBC 2026 (Oral)

Align then refine: text-guided 3D prostate lesion segmentation

Cuiling Sun, Linkai Peng, Adam Murphy, Elif Keles, Hiten D Patel, Ashley Ross, Frank Miller, Baris Turkbey, Andrea Mia Bejar, Halil Ertugrul Aktas, Gorkem Durak, Ulas Bagci

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2026IEEE ICASSP 2026

Aligning what you separate

Quang-Khai Bui-Tran, Thanh-Huy Nguyen, Hoang-Thien Nguyen, Ba-Thinh Lam, Nguyen Lan Vi Vu, Phat K. Huynh, Ulas Bagci, Min Xu

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2026MICCAI 2026

Anatomy-aware prediction of bronchoscopic accessibility from 3D CT

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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2026SABI 2026

Artificial intelligence in pancreatic ductal adenocarcinoma: imaging-based and multimodal approaches to diagnosis, prognosis, and treatment response assessment

Gorkem Durak, MD; Muhammed Enes Tasci, MD; Halil Ertugrul Aktas; Okan Cetin, MD; Ziliang Hong, MSc; Zongwei Zhou, PhD; Candice W. Bolan, MD; Rajesh N. Keswani, MD; Michael B. Wallace, MD; Frank H. Miller, MD; Pallavi Tiwari, PhD; Ulas Bagci, PhD

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2026MICCAI 2026 (LISA Workshop)

Asymmetric paired-annotation learning for multi-structure ULF pediatric brain MRI segmentation

Ha-Hieu Pham, Dang P.M. Cao Minh Hoang Pham, Khanh Nguyen Vo Ngoc, Thanh-Huy Nguyen, Ulas Bagci, and Huy-Hieu Pham

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2026Journal of Vascular and Interventional Radiology

Augmented and virtual reality for preprocedural planning in hepatic transarterial interventional oncology: a pilot study in 50 cases

Saad Abu Zahra, Matthew Antalek, Ashima Kundu, Arsalan Nadeem, Stefan Schenke, Kyle Finos, Neil Chatterjee, Ulas Bagci, Robert J Lewandowski, Andrew C Gordon

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2026Diagnostic and Interventional Radiology

Beyond autonomy: why medicine needs artificial intelligence teammates, not artificial intelligence doctors

G Durak, A Medetalibeyoglu, V Cicek, E Keles, U Bagci

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