Remote clinical assessment of gastrointestinal endoscopy (tele-endoscopy): an initial experience. - Christopher Y. Kim; Babak Etemad; Tammy F. Glenn; Harold A. Mackey; Gerald E. Viator; Michael B. Wallace; Mahesh S. Mokhashi; Peter B. Cotton; Robert Holbrook Hawes (AMIA, 2000)

Endomicroscopic Image Retrieval and Classification Using Invariant Visual Features. - Barbara André; Tom Vercauteren; Aymeric Perchant; Anna M. Buchner; Michael B. Wallace; Nicholas Ayache (ISBI, 2009)

Introducing Space and Time in Local Feature-Based Endomicroscopic Image Retrieval. - Barbara André; Tom Vercauteren; Aymeric Perchant; Anna M. Buchner; Michael B. Wallace; Nicholas Ayache (MCBR-CDS, 2009)

Endomicroscopic video retrieval using mosaicing and visual words. - Barbara André; Tom Vercauteren; Anna M. Buchner; Michael B. Wallace; Nicholas Ayache (ISBI, 2010)

An Image Retrieval Approach to Setup Difficulty Levels in Training Systems for Endomicroscopy Diagnosis. - Barbara André; Tom Vercauteren; Anna M. Buchner; Muhammad Waseem Shahid; Michael B. Wallace; Nicholas Ayache (MICCAI (2), 2010)

Retrieval Evaluation and Distance Learning from Perceived Similarity between Endomicroscopy Videos. - Barbara André; Tom Vercauteren; Anna M. Buchner; Michael B. Wallace; Nicholas Ayache (MICCAI (3), 2011)

A smart atlas for endomicroscopy using automated video retrieval. - Barbara André; Tom Vercauteren; Anna M. Buchner; Michael B. Wallace; Nicholas Ayache (Medical Image Anal., 2011)

Learning Semantic and Visual Similarity for Endomicroscopy Video Retrieval. - Barbara André; Tom Vercauteren; Anna M. Buchner; Michael B. Wallace; Nicholas Ayache (IEEE Trans. Medical Imaging, 2012)

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)

PAN: Projective Adversarial Network for Medical Image Segmentation. - Naji Khosravan; Aliasghar Mortazi; Michael B. Wallace; Ulas Bagci (MICCAI (6), 2019)

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)

Diagnosing Colorectal Polyps in the Wild with Capsule Networks. - Rodney LaLonde; Pujan Kandel; Concetto Spampinato; Michael B. Wallace; Ulas Bagci (ISBI, 2020)

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)

Practical and Ethical Considerations for Generative AI in Medical Imaging. - Debesh Jha; Ashish Rauniyar; Desta Haileselassie Hagos; Vanshali Sharma; Nikhil Kumar Tomar; Zheyuan Zhang; Ilkin Isler; Gorkem Durak; Michael B. Wallace; Cemal Yazici; Tyler M. Berzin; Koushik Biswas; et al. (FAIMI/EPIMI@MICCAI, 2024)

Optimizing Synthetic Data for Enhanced Pancreatic Tumor Segmentation. - Linkai Peng; Zheyuan Zhang; Gorkem Durak; Frank H. Miller; Alpay Medetalibeyoglu; Michael B. Wallace; Ulas Bagci (AIPAD/PILM@MICCAI, 2024)

Non-native Quantum Generative Optimization with Adversarial Autoencoders. - Blake Wilson; Jonathan Wurtz; Vahagn Mkhitaryan; Michael B. Wallace; Sheng-Tao Wang; Sabre Kais; Vladimir M. Shalaev; Alexandra Boltasseva (CoRR, 2024)

Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation. - Nikhil Kumar Tomar; Debesh Jha; Koushik Biswas; Tyler M. Berzin; Rajesh Keswani; Michael B. Wallace; Ulas Bagci (CoRR, 2024)

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)

Cyst-X: AI-Powered Pancreatic Cancer Risk Prediction from Multicenter MRI in Centralized and Federated Learning. - Hongyi Pan; Gorkem Durak; Elif Keles; Deniz Seyithanoglu; Zheyuan Zhang; Alpay Medetalibeyoglu; Halil Ertugrul Aktas; Andrea Mia Bejar; Ziliang Hong; Yavuz Taktak; Gulbiz Dagoglu Kartal; Sukru Mehmet Erturk; et al. (CoRR, 2025)