Contrastive Learning for View Classification of Echocardiograms. - Agisilaos Chartsias; Shan Gao; Angela Mumith; Jorge Oliveira; Kanwal K. Bhatia; Bernhard Kainz; Arian Beqiri (ASMUS@MICCAI, 2021)

Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation. - Hadrien Reynaud; Athanasios Vlontzos; Benjamin Hou; Arian Beqiri; Paul Leeson; Bernhard Kainz (MICCAI (6), 2021)

CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation. - Thierry Judge; Olivier Bernard 001; Mihaela Porumb; Agisilaos Chartsias; Arian Beqiri; Pierre-Marc Jodoin (MICCAI (8), 2022)

D'ARTAGNAN: Counterfactual Video Generation. - Hadrien Reynaud; Athanasios Vlontzos; Mischa Dombrowski; Ciarán M. Gilligan-Lee; Arian Beqiri; Paul Leeson; Bernhard Kainz (MICCAI (8), 2022)

Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D Echo Views. - David Stojanovski; Uxio Hermida; Marica Muffoletto; Pablo Lamata; Arian Beqiri; Alberto Gómez 002 (ASMUS@MICCAI, 2022)

Echo from Noise: Synthetic Ultrasound Image Generation Using Diffusion Models for Real Image Segmentation. - David Stojanovski; Uxio Hermida; Pablo Lamata; Arian Beqiri; Alberto Gómez 002 (ASMUS@MICCAI, 2023)

BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision. - Kit Mills Bransby; Arian Beqiri; Woo-Jin Cho Kim; Jorge Oliveira; Agisilaos Chartsias; Alberto Gómez 002 (MICCAI (4), 2024)

Multi-site Class-Incremental Learning with Weighted Experts in Echocardiography. - Kit Mills Bransby; Woo-Jin Cho Kim; Jorge Oliveira; Alexander Thorley; Arian Beqiri; Alberto Gómez 002; Agisilaos Chartsias (ASMUS@MICCAI, 2024)

Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation. - Jack Highton; Quok Zong Chong; Samuel Finestone; Arian Beqiri; Julia A. Schnabel; Kanwal K. Bhatia (CoRR, 2024)

Efficient Semantic Diffusion Architectures for Model Training on Synthetic Echocardiograms. - David Stojanovski; Mariana da Silva; Pablo Lamata; Arian Beqiri; Alberto Gómez 002 (CoRR, 2024)

Uncertainty Propagation for Echocardiography Clinical Metric Estimation via Contour Sampling. - Thierry Judge; Olivier Bernard 001; Woo-Jin Cho Kim; Alberto Gómez 002; Arian Beqiri; Agisilaos Chartsias; Pierre-Marc Jodoin (CoRR, 2025)