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)