Deep multi-modal classification of intraductal papillary mucinous neoplasms (IPMN) with canonical correlation analysis. - Sarfaraz Hussein; Pujan Kandel; Juan E. Corral; Candice W. Bolan; Michael B. Wallace; Ulas Bagci (ISBI, 2018)

Supervised and Unsupervised Tumor Characterization in the Deep Learning Era. - Sarfaraz Hussein; Maria M. J. Chuquicusma; Pujan Kandel; Candice W. Bolan; Michael B. Wallace; Ulas Bagci (CoRR, 2018)

INN: Inflated Neural Networks for IPMN Diagnosis. - Rodney LaLonde; Irene Tanner; Katerina Nikiforaki; Georgios Z. Papadakis; Pujan Kandel; Candice W. Bolan; Michael B. Wallace; Ulas Bagci (MICCAI (5), 2019)

Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches. - Sarfaraz Hussein; Pujan Kandel; Candice W. Bolan; Michael B. Wallace; Ulas Bagci (IEEE Trans. Medical Imaging, 2019)

Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images. - Federica Proietto Salanitri; Giovanni Bellitto; Simone Palazzo; Ismail Irmakci; Michael B. Wallace; Candice W. Bolan; Megan Engels; Sanne Hoogenboom; Marco Aldinucci; Ulas Bagci; Daniela Giordano; Concetto Spampinato (EMBC, 2022)

Radiomics Boosts Deep Learning Model for IPMN Classification. - Lanhong Yao; Zheyuan Zhang; Ugur Demir; Elif Keles; Camila Vendrami; Emil Agarunov; Candice W. Bolan; Ivo Schoots; Marc J. Bruno; Rajesh Keswani; Frank H. Miller; Tamas Gonda; et al. (MLMI@MICCAI (2), 2023)

A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications. - Tara M. Pattilachan; Ugur Demir; Elif Keles; Debesh Jha; Derk C. F. Klatte; Megan Engels; Sanne Hoogenboom; Candice W. Bolan; Michael B. Wallace; Ulas Bagci (CoRR, 2023)

Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI. - Hongyi Pan; Gorkem Durak; Zheyuan Zhang; Yavuz Taktak; Elif Keles; Ertugrul Aktas; Alpay Medetalibeyoglu; Yury Velichko; Concetto Spampinato; Ivo Schoots; Marco J. Bruno; Rajesh N. Keswani; et al. (CoRR, 2024)

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; et al. (ISBI, 2025)

IPMN Risk Assessment Under Federated Learning Paradigm. - Hongyi Pan; Ziliang Hong; Gorkem Durak; Elif Keles; Halil Ertugrul Aktas; Yavuz Taktak; Alpay Medetalibeyoglu; Zheyuan Zhang; Yury Velichko; Concetto Spampinato; Ivo Schoots; Marco J. Bruno; et al. (ISBI, 2025)

Large-scale multi-center CT and MRI segmentation of pancreas with deep learning. - Zheyuan Zhang; Elif Keles; Gorkem Durak; Yavuz Taktak; Onkar Susladkar; Vandan Gorade; Debesh Jha; Asli C. Ormeci; Alpay Medetalibeyoglu; Lanhong Yao; Bin Wang 068; Ilkin Sevgi Isler; et al. (Medical Image Anal., 2025)