Toward robust automated cardiovascular arrhythmia detection using self-supervised learning and 1-dimensional vision transformers
Mitchell Chatterjee, Adrian D. C. Chan, Majid Komeili · Scientific Reports, 2026
Medical AI
Artificial intelligence for electrocardiographic diagnosis of perioperative myocardial ischaemia: a scoping review
Anne Kim, Mitchell Chatterjee, Alla Iansavitchene, Majid Komeili, Adrian D.C. Chan, Homer Yang, Jason Chui · British Journal of Anaesthesia, 2025
PatchECG: Self-Supervised ECG Arrhythmia Detection
Master’s thesis, published in Scientific Reports (2026). A 1D transformer pre-trained on 8.2M unlabelled ECGs with Masked Patch Modelling; state-of-the-art on PTB-XL at 1/5 the compute.
