Platon Lukyanenko

Platon Lukyanenko is a Postdoctoral researcher investigating transformer architectures for interpreting continuous-time signals. Before joining CHIP, he worked on computer vision with the AFRL. His PhD focused on human motor control decoding for prosthetic hands at Case Western Reserve University. He holds B.S. degrees in Mathematics and Electrical Engineering from the University of Maryland, College Park.

Recent Papers

Electrocardiogram-based deep learning to predict left ventricular systolic dysfunction in paediatric and adult congenital heart disease in the USA: a multicentre modelling study

Joshua Mayourian, Ivor B. Asztalos, Amr El-Bokl, Platon Lukyanenko, Ryan L. Kobayashi, William G. La Cava, Sunil J. Ghelani, Victoria L. Vetter, John K. Triedman (2025)

The Lancet Digital Health

thelancet.com  |  PubMed  |  pdf

A Closer Look at Mortality Risk Prediction from Electrocardiograms

Platon Lukyanenko, Joshua Mayourian, Mingxuan Liu, John K. Triedman, Sunil J. Ghelani, William G. La Cava (2025)

Preprint

arxiv.org  |  pdf  |  code  |  blog

Recent Posts

Benchmarking mortality risk prediction from electrocardiograms

5 minute read

Taking a closer look at survival modeling with ECGs