Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images. - Rodrigo Bonazzola; Nishant Ravikumar; Rahman Attar; Enzo Ferrante; Tanveer F. Syeda-Mahmood; Alejandro F. Frangi (MICCAI (5), 2021)

A Generative Framework for Predicting Myocardial Strain from Cine-Cardiac Magnetic Resonance Imaging. - Nina Cheng; Rodrigo Bonazzola; Nishant Ravikumar; Alejandro F. Frangi (MIUA, 2022)

Predicting Myocardial Infarction Using Retinal OCT Imaging. - Cynthia Maldonado García; Rodrigo Bonazzola; Nishant Ravikumar; Alejandro F. Frangi (MIUA, 2022)

Learned Local Attention Maps for Synthesising Vessel Segmentations from T2 MRI. - Yash Deo; Rodrigo Bonazzola; Haoran Dou; Yan Xia 002; Tianyou Wei; Nishant Ravikumar; Alejandro F. Frangi; Toni Lassila (SASHIMI@MICCAI, 2023)

Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology. - Rodrigo Bonazzola; Enzo Ferrante; Nishant Ravikumar; Yan Xia 002; Bernard D. Keavney; Sven Plein; Tanveer F. Syeda-Mahmood; Alejandro F. Frangi (CoRR, 2023)

Learned Local Attention Maps for Synthesising Vessel Segmentations. - Yash Deo; Rodrigo Bonazzola; Haoran Dou; Yan Xia 002; Tianyou Wei; Nishant Ravikumar; Alejandro F. Frangi; Toni Lassila (CoRR, 2023)

Predicting risk of cardiovascular disease using retinal OCT imaging. - Cynthia Maldonado García; Rodrigo Bonazzola; Enzo Ferrante; Thomas H. Julian; Panagiotis I Sergouniotis; Nishant Ravikumar; Alejandro F. Frangi (CoRR, 2024)

Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology. - Rodrigo Bonazzola; Enzo Ferrante; Nishant Ravikumar; Yan Xia 002; Bernard D. Keavney; Sven Plein; Tanveer F. Syeda-Mahmood; Alejandro F. Frangi (Nat. Mac. Intell., 2024)

Multi-view hybrid graph convolutional network for volume-to-mesh reconstruction in cardiovascular MRI. - Nicolás Gaggion; Benjamin A. Matheson; Yan Xia 002; Rodrigo Bonazzola; Nishant Ravikumar; Zeike A. Taylor; Diego H. Milone; Alejandro F. Frangi; Enzo Ferrante (Medical Image Anal., 2025)

ChronoRoot 2.0: An Open AI-Powered Platform for 2D Temporal Plant Phenotyping. - Nicolás Gaggion; Rodrigo Bonazzola; María Florencia Legascue; María Florencia Mammarella; Florencia Sol Rodriguez; Federico Emanuel Aballay; Florencia Belén Catulo; Andana Barrios; Franco Accavallo; Santiago Nahuel Villarreal; Martin Crespi; Martiniano María Ricardi; et al. (CoRR, 2025)