Probabilistic Labeling of Cerebral Vasculature on MR Angiography. - Benjamin Quachtran; Sunil Sheth; Jeffrey L. Saver; David S. Liebeskind; Fabien Scalzo (ISVC (1), 2015)

Representation Learning of 3D Brain Angiograms, an Application for Cerebral Vasospasm Prediction. - Seymanur Capoglu; Jude P. Savarraj; Sunil A. Sheth; H. Alex Choi; Luca Giancardo (EMBC, 2019)

Determining Ischemic Stroke From CT-Angiography Imaging Using Symmetry-Sensitive Convolutional Networks. - Arko Barman; Mehmet Enes Inam; Songmi Lee; Sean I. Savitz; Sunil Sheth; Luca Giancardo (ISBI, 2019)

Combining symmetric and standard deep convolutional representations for detecting brain hemorrhage. - Arko Barman; Victor Lopez-Rivera; Songmi Lee; Farhaan S. Vahidy; James Z. Fan; Sean I. Savitz; Sunil A. Sheth; Luca Giancardo (Computer-Aided Diagnosis, 2020)

Towards Stroke Biomarkers on Fundus Retinal Imaging: A Comparison Between Vasculature Embeddings and General Purpose Convolutional Neural Networks. - Ivan Coronado; Rania Abdelkhaleq; Juntao Yan; Sergio Salazar Marioni; Amanda Jagolino-Cole; Roomasa Channa; Samiksha Pachade; Sunil A. Sheth; Luca Giancardo (EMBC, 2021)

Foveal Avascular Zone Segmentation Using Deep Learning-Driven Image-Level Optimization and Fundus Photographs. - Ivan Coronado; Samiksha Pachade; H. Dawoodally; Sergio Salazar Marioni; Juntao Yan; Rania Abdelkhaleq; M. Bahrainian; Amanda Jagolino-Cole; Roomasa Channa; Sunil A. Sheth; Luca Giancardo (ISBI, 2023)

Self-Supervised Learning with Radiology Reports, A Comparative Analysis of Strategies for Large Vessel Occlusion and Brain CTA Images. - Samiksha Pachade; Surabhi Datta; Y. Dong; Sergio Salazar Marioni; Rania Abdelkhaleq; A. Niktabe; Kirk Roberts; Sunil A. Sheth; Luca Giancardo (ISBI, 2023)

Generalizable self-supervised learning for brain CTA in acute stroke. - Yingjun Dong; Samiksha Pachade; Kirk Roberts; Xiaoqian Jiang; Sunil A. Sheth; Luca Giancardo (Comput. Biol. Medicine, 2025)

Encoding 3D information in 2D feature maps for brain CT-Angiography. - Uma M. Lal-Trehan Estrada; Sunil Sheth; Arnau Oliver; Xavier Lladó; Luca Giancardo (Comput. Medical Imaging Graph., 2025)