Publications

Tien-Huy Nguyen, Minh-Nhat Nguyen, Nguyen Nhat Huy, Hung Viet Nguyen, Huy Nguyen Minh Nhat, Thanh-Huy Nguyen, Cuong Tuan Nguyen, Hoang M. Le, Dat Nguyen, Phat Kim Huynh, Min Xu, Ulas Bagci

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2026Bioengineering

Evaluating the predictive value of post-treatment superb microvascular imaging for complete response to neoadjuvant chemotherapy in invasive breast cancer

Rana Gunoz Comert, Ravza Yilmaz, Eda Cingoz, Zuhal Bayramoglu, Aysel Bayram, Baran Mollavelioglu, Mahmut Muslumanoglu, Ulas Bagci

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2026Diagnostic and Interventional Radiology

Explainable artificial intelligence in medical imaging: how to interpret, evaluate, and use artificial intelligence explanations

Gorkem Durak, Halil Ertugrul Aktas, Tugba Akinci D'Antonoli, Ulas Bagci

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2026MIPS XXI 2026 (Medical Image Perception Symposium)

EyeAssist: how clinical context modulates expert gaze in volumetric reading and prognostic decision-making

Bin Wang and Ulas Bagci

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2026RSNA 2026 (Scientific Presentation)

Feasibility of a state-of-the-art automated pancreas segmentation algorithm in heterogeneous multimodal imaging cohorts

Eminenur Sen Tasci et al

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2026IEEE EMBC 2026 (Oral)

Federated breast cancer detection enhanced by synthetic ultrasound image augmentation

Hongyi Pan, Ziliang Hong, Gorkem Durak, Ziyue Xu, Ulas Bagci

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2026ASC 2026

Functional MRI scoring as a noninvasive method to predict hepatic functional reserve

G. Durak, Y.B. Taktak, B. Gültekin, S. Bayrak, E. Özkan, Ö. Ikizgül, E. Aktas, M. Ertürk, A. Medetalibeyoglu, U. Bagci

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2026MICCAI 2026 (MLMI)

Gaussian meta-space augmentation for stacking ensembles in multimodal IPMN risk stratification

Max A Nelson, Eminenur Sen Tasci, Zhixiang Wang, Zongwei Zhou, Halil Ertugrul Aktas, Andrea M. Bejar, Elif Keles, Ziliang Hong, Sıtkı Safa Taflan, Muhammed Enes Tasci, Frank H Miller, Michael Wallace, Rajesh N. Keswani, Gorkem Durak, Ulas Bagci

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2026MICCAI 2026 (MLMI)

GazeRefine: expert gaze as a test-time prompt for training-free medical image segmentation

Mohammed Oussama BENYAHIA ~Mohammed_Oussama_BENYAHIA2 , Marouane Tliba, Mohamed Amine KERKOURI, Taifour Yousra, Bin Wang, Max Bengtsson, Gorkem Durak, Elif Keles, Zuheng Ming, Marek Penhaker, Azeddine BEGHDAD, Ulas Bagci, Aladine Chetouani

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2026ACM ETRA 2026

GazeVaLM: a multi-observer eye-tracking benchmark for evaluating clinical realism in AI-generated x-rays

David Wong, Zeynep Isik, Bin Wang, Marouane Tliba, Gorkem Durak, Elif Keles, Halil Ertugrul Aktas, Aladine Chetouani, Cagdas Topel, Nicolo Gennaro, Camila Lopes Vendrami, Tugce Agirlar Trabzonlu, Amir Ali Rahsepar, Laetitia Perronne, Matthew Antalek, Onural Ozturk, Gokcan Okur, Andrew C. Gordon, Ayis Pyrros, Frank H. Miller, Amir Borhani, Hatice Savas, Eric Hart, Elizabeth Krupinski, Ulas Bagci

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2026npj Precision Oncology (Nature)

Graph-radiomic learning (GrRAiL) descriptor to characterize imaging heterogeneity in confounding tumor pathologies

Dheerendranath Battalapalli, Apoorva Safai, Maria Jaramillo, Hyemin Um, Gustavo Adalfo Pineda Ortiz, Ulas Bagci, Manmeet Singh Ahluwalia, Marwa Ismail, Pallavi Tiwari

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2026IEEE ISBI 2026

Handling supervision scarcity in chest x-ray classification: long-tailed and zero-shot learning

Ha-Hieu Pham, Hai-Dang Nguyen, Thanh-Huy Nguyen, Min Xu, Ulas Bagci, Trung-Nghia Le, Huy-Hieu Pham

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2026MICCAI 2026 (MLMI)

Hierarchical MoE for multi-modal ILD diagnosis

Alec K. Peltekian, Gorkem Durak, Halil Ertugrul Aktas, Carrie Richardson, Mary Carns, Kathleen Aren, GR Scott Budinger, Anthony J. Esposito, Alexander Misharin, Alok Choudhary, Ankit Agrawal, Ulas Bagci

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