Publications

Hongyi Pan, Gorkem Durak, Halil Ertugrul Aktas, Andrea M Bejar, Baver Tutun, Emre Uysal, Ezgi Bulbul, Mehmet Fatih Dogan, Berrin Erok, Berna Akkus Yildirim, Sukru Mehmet Erturk, Ulas Bagci

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2026Communications Medicine (Nature)

Large language models standardize the interpretation of complex oncology guidelines for brain metastases

Berna Akkus Yildirim, Baver Tutun, Gorkem Durak, Emre Batuhan Yildirim, Emre Uysal, Sukru Mehmet Erturk, Ulas Bagci

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2026ISMRM 2026

Liver cirrhosis visual severity estimation from MRI with deep learning

Aktas, H.E., et al

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2026RSNA 2026 (Scientific Presentation)

MERLIN plus: first public CT tumor-mask-report dataset for nine cancers currently lacking segmentation annotations

Zongwei Zhou et al

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2026RSNA 2026 (Scientific Presentation)

MRI-based AI model for preoperative staging of laryngeal squamous cell carcinoma

Fergan Bol et al.

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2026DDW 2026

MRI-based radiomics model for risk stratification of main duct IPMNs: toward reducing unnecessary pancreatic surgery

Ertugrul Aktas et al.

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2026iMRI 2026 (interventional MRI symposium)

MSK MRI-based personalized osteochondral arthroplasty with tissue-specific robotic resection: a feasibility framework

Sangeun Song , Ulas Bagci , Ramsey Kinney , Jutta Ellermann

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2026RSNA 2026 (Scientific Presentation)

Multimodal AI for early prediction of adverse clinical outcomes in acute pancreatitis

Ertugrul Aktas et al.

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2026IEEE ACCESS

MammoClean: toward reproducible and bias-aware AI in mammography through dataset harmonization

Yalda Zafari, Hongyi Pan, Gorkem Durak, Ulas Bagci, Essam A. Rashed, Mohamed Mabrok

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2026ECCV 2026 (@ 3rd Workshop on Human-inspired Computer Vision)

Matched outcomes, divergent gaze: how foveated MLLMs search compared to humans

Mohamed Amine KERKOURI, Marouane Tliba, Aladine Chetouani, Ulas Bagci, Alessandro Bruno

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2026

Methods of artificial intelligence-assisted infrastructure assessment using mixed reality systems

Enes Karaaslan, Fikret Necati Catbas, Ulas Bagci

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2026IEEE EMBC 2026 (Oral)

Morphology-aware KOA classification: integrating graph priors with vision models

Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Nour Aburaed, Aladine Chetouani, Ulas Bagci, Rachid Jennane

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2026ISMRM 2026

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

Bejar, A., et al

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2026Abdominal Radiology

Multi-center evaluation of radiomics and deep learning to stratify malignancy risk of IPMNs

Andrea M Bejar, Maria Jaramillo Gonzalez, Ziliang Hong, Gorkem Durak, Elif Keles, Halil Ertugrul Aktas, Zheyuan Zhang, Hongyi Pan, Zeynep Sue Jozwiak, Fergan Bol, Lili Zhao, Chao Chen, Concetto Spampinato, Alpay Medetalibeyoglu, Sukru Mehmet Erturk, Gulbiz Dagoglu Kartal, Yury Velichko, Emil Agarunov, Ziyue Xu, Sachin Jambawalikar, Ivo G Schoots, Marco J Bruno, Chenchang Huang, Tamas Gonda, Candice Bolan, Frank H Miller, Michael B Wallace, Rajesh N Keswani, Pallavi Tiwari & Ulas Bagci

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2026Cancers

Multicenter validation of foundation model adaptation for automated pancreatic tumor delineation on CT scans

Halil Ertugrul Aktas,, Eminenur Sen Tasci, Linkai Peng, Muhammed Enes Tasci, Yavuz B. Taktak, Sitki Safa Taflan, Baver Tutun, Fergan Bol, Murat Iren, Mucahit Ekici, Andrea Mia Bejar, Elif Keles , Hongyi Pan, Wanying Dou, Burak Gultekin, Alper Akin, Oyku Ikizgul, Okan Cetin, Emre Uysal , Maide Mureva, Mustafa Orhan Nalbant, Nurullah Kaya, Alpay Medetalibeyoglu, Kadir Atakir0, Berna Akkus Yildirim, Gulbiz Dagoglu Kartal, Zongwei Zhou Sukru Mehmet Erturk, Frank H. Miller , Gorkem Durak and Ulas Bagci

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2026Abdominal Radiology

Multimodal AI for early prediction of adverse clinical outcomes in acute pancreatitis

Ahmet Yasin Karkas, Yavuz B Taktak, Burak Gultekin, Ziliang Hong, Halil Ertugrul Aktas, Deniz Seyithanoglu, Timurhan Cebeci, Alper Akin, Ece Elustu, Kerem Arisin, Ali Canturk, Mehmet Ilhan, Naci Senkal, Michael B Wallace, Abraham F Bezuidenhout, Frank H Miller, Alpay Medetalibeyoglu, Mehmet Semih Cakir, Gorkem Durak, Ulas Bagci, Sukru Mehmet Erturk

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