Publications

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

181–200 of 369 publications

Newest first

2025Bioengineering

Radiomics for detecting metaplastic histology in triple-negative breast cancer: a step towards personalized therapy

Rana Gunoz Comert, Gorkem Durak, Ravza Yilmaz, Halil Ertugrul Aktas, Zeynep Tuz, Hongyi Pan, Jun Zeng, Aysel Bayram, Baran Mollavelioglu, Sukru Mehmet Erturk, Ulas Bagci

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2025AI - 2025

Radiomics-based machine learning models improve acute pancreatitis severity prediction

Ahmet Yasin Karkas et al.

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2025Tomography - 2025

Rosette trajectory MRI reconstruction with vision transformers

M. Fikret Yalcinbas, Cengizhan Ozturk, Onur Ozyurt, Uzay E. Emir and Ulas Bagci

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2025Pattern Recognition Letters

SAM-guided prompt learning for multiple sclerosis lesion segmentation

Federica Proietto Salanitri, Giovanni Bellitto, Salvatore Calcagno, Ulas Bagci, Concetto Spampinato, Manuela Pennisi

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2025ETRA 2025

Shifts in doctors’ eye movements between real and AI-generated medical images

David Wong, Bin Wang, et al.

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2025ICCVW 2025 (APAH workshop)

TAGS: 3D tumor-adaptive guidance for SAM

Sirui Li, Linkai Peng, Zheyuan Zhang, Gorkem Durak, Ulas Bagci

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2025SPIE Medical Imaging 2025

Towards synergistic deep learning models for volumetric cirrhotic liver segmentation in MRIs

Vandan Gorade, Onkar Susladkar, Gorkem Durak, Elif Keles, Ertugrul Aktas, Timurhan Cebeci, Alpay Medetalibeyoglu, Daniela P. Ladner, Debesh Jha, and Ulas Bagci

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2025IEEE ICASSP 2025

Transformer-enhanced iterative feedback mechanism for polyp segmentation

Nikhil Tomar, Debesh Jha, Koushik Biswas, Ulas Bagci

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2025IEEE ACDSA 2025

Uncertainty-guided coarse-to-fine tumor segmentation with anatomy-aware post-processing

Ilkin Sevgi Isler, David Mohaisen, Curtis Lisle, Damla Turgut, Ulas Bagci

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2025IEEE/CVF WACV 2025

Uncertainty-guided cross attention ensemble mean teacher for semi-supervised medical image segmentation

Meghana Karri, Amit Soni Arya, Koushik Biswas, Nicolo Gennaro, Vedat Cicek, Gorkem Durak, Yury Velichko, Ulas Bagci

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2025Diagnostics

Unsupervised clustering successfully predicts prognosis in NSCLC brain metastasis cohorts

Emre Uysal, Gorkem Durak, Ayse Kotek Sedef, Ulas Bagci, Tanju Berber, Necla Gurdal, Berna Akkus Yildirim

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2025Medical Image Analysis - 2025

Validating polyp and instrument segmentation methods in colonoscopy through medico 2020 and MedAI 2021 challenges

Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven A. Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika K. Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, M.K. Bhuyan, Pradip K. Das, Deng-Ping Fan, Sravanthi Parsa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Thomas De Lange, Ulas Bagci

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2025IEEE ICCV 2025