Publications

Unified CT and MRI pancreas segmentation for label-efficient cross-modality subregion transfer

Ziliang Hong, Hongyi Pan, Halil Ertugrul Aktas, Andrea Bejar, Elif Keles, Frank H Miller, Michael B Wallace, Rajesh N Keswani, Gorkem Durak, Ulas Bagci

Automated pancreas segmentation in healthy children and pediatric pancreatitis: a zero-shot evaluation of an adult-trained AI model

Elif Keles, et al.

Automated pancreatic subregion segmentation for region-specific quantitative assessment across heterogeneous cohorts

Eminenur Sen Tasci

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

Eminenur Sen Tasci

From healthy pancreas to chronic disease: MRI volumetry reveals pancreatic atrophy across the pediatric pancreatitis spectrum

Elif Keles, et al.

Good discrimination, untrustworthy probabilities: site-aware calibration for multi-center pancreatic cyst (IPMN) risk AI

Zhixiang Wang

T2 MRI radiomics accurately differentiates pediatric pancreatitis from healthy controls

Elif Keles, et al.

Toward feature-guided risk stratification of main-duct IPMN using MRI-based deep learning

Eminenur Sen Tasci

Patient-level, leakage-aware deep learning for cross-center periapical radiograph classification

Md Jubaer Rahman, Ulas Bagci

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

Yusuf Ozturk, Bengisu Atli, Enes Goktekin, Akin Ozturk, Ulas Bagci

Multiscale MRI radiomics improves molecularly informed risk stratification in high-grade glioma

Yury Velichko

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

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

Ertugrul Aktas et al

AI for predicting recurrence and local tumor progression after locoregional therapies in hepatocellular carcinoma on MRI

Mehmet Akpinar et al.

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

AI transformation in cirrhosis management

Enes Tasci et al.

V Cicek, MI Hayiroglu, V Sharma, A Rahsepar, M Markl, U Bagci, RS Passman

F Bol, M Iren, M Mureva, T-H Nguyen, T Nguyen, E Aktas, B Yildirim, U Bagci, B Atasoy