Teaching a Machine to Diagnose a Heart Disease; Beginning from digitizing scanned ECGs to detecting the Brugada Syndrome (BrS). - Simon Jaxy (CoRR, 2020)

Self-supervised Anomaly Detection by Self-distillation and Negative Sampling. - Nima Rafiee; Rahil Gholamipoor; Nikolas Adaloglou; Simon Jaxy; Julius Ramakers; Markus Kollmann (ICANN (4), 2022)

A Systematic Analysis of Deep Learning Algorithms in High-Dimensional Data Regimes of Limited Size. - Simon Jaxy; Ann Nowé; Pieter Libin (ICTAI, 2024)