Publications

Vision language models for bridge inspections: a review of applications in image-based damage documentation

Rona Firdes Çelik, Ulas Bagci, Sylvia Kessler

Yalcin Tur, Mihajlo Stojkovic, Ulas Bagci

What they saw, not just where they looked: semantic scanpath similarity via VLMs and NLP metric

Mohamed Amine Kerkouri, Marouane Tliba, Bin Wang, Aladine Chetouani, Ulas Bagci, Alessandro Bruno

A conceptual framework for applying ethical principles of AI to medical practice

Debesh Jha et al

A new logic for pediatric brain tumor segmentation

Max Bengtsson, Elif Keles, Gorkem Durak, Syed Anwar, Yuri S Velichko, Marius G Linguraru, Angela J Waanders, Ulas Bagci

A new model for prediction of myocardial injury of non-elective surgery in elderly

Vedat Cicek et al

A new risk prediction model for the assessment of myocardial injury in elderly patients undergoing non-elective surgery

Cicek, V., Babaoglu, M., Saylik, F., Yavuz, S., Mazlum, A. F., Genc, M. S., Altinisik, H., Oguz, M., Korucu, B. C., Hayiroglu, M. I., Cinar, T., & Bagci, U.

A predictive MRI radiomics model for improved soft tissue sarcoma subtype differentiation

Laetitia Perronne, MD, MSc, Nicolo Gennaro, MD, Mirinae Seo, MD, Zuzanna Kobus, MD, Linkai Peng, BEng, Gorkem Durak, MD, Ulas Bagci, MSc, PhD, Amir Borhani, MD, Hatice Savas, MD, Linda C. Kelahan, MD, Kamal Subedi, MD, Ryan J. Avery, MD, Tugce Agirlar Trabzonlu, MD, Chase S. Krumpelman, MD, PhD, Seth Pollack, MD, Pedro Hermida De Viveiros, Yuri Velichko, PhD

A reverse mamba attention network for pathological liver segmentation

Jun Zeng, Debesh Jha, Ertugrul Aktas, Elif Keles, Alpay Medetalibeyoglu, Matthew Antalek, Robert Lewandowski, Daniela Ladner, Amir A. Borhani, Gorkem Durak, Ulas Bagci

A review of ultrasonic testing and evaluation methods with applications in civil NDT/e

Inad Alqurashi, Ninel Alver, Ulas Bagci and Fikret Necati Catbas

Adaptive aggregation weights for federated segmentation of pancreas MRI

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

Advances in MRI in the evaluation of chronic pancreatitis and the less common forms of pancreatitis

Camila Lopes Vendrami, Nancy Hammond, Pardeep Mittal, Rajesh N. Keswani, Ulas Bagci, Frank H. Miller

AdverIN: monotonic adversarial intensity attack for domain generalization in medical image segmentation

Zheyuan Zhang, Bin Wang, Lanhong Yao, Elif Keles, Debesh Jha, Matthew Antalek, Gorkem Durak, Alpay Medetalibeyoglu, Concetto Spampinato, Baris Turkbey, Boqing Gong, Ulas Bagci

Anatomy-derived 3D aortic hemodynamics using fluid physics–informed deep learning

Haben Berhane, Anthony Maroun, David Dushfunian, Justin Baraboo, Gabriela Martinez, Tyler Jacobson, Ulas Bagci, Bradley D. Allen, Michael Markl

Automated 3D CT report generation using LLM with expert-informed assessment

Vanshali Sharma, Andrea Bejar, Wanying Dou, Gorkem Durak, Ulas Bagci

Gorkem Durak and Ulas Bagci

Conditional visuo-textual prompt learning for medical image analysis

Raffaele Mineo et al

Current applications of radiomics in the assessment of tumor microenvironment of hepatocellular carcinoma

Junghwa Choi et al

Delta radiomics and tumor size: a new predictive radiomics model for chemotherapy response in liver metastases from breast and colorectal cancer

Nicolo Gennaro et al.

Describe anything model for visual question answering on text-rich images

Yen-Linh Vu, Dinh-Thang Duong, Truong-Binh Duong, Anh-Khoi Nguyen, Thanh-Huy Nguyen, Le Thien Phuc Nguyen, Jianhua Xing, Xingjian Li, Tianyang Wang, Ulas Bagci, Min Xu