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 Air Force Research Laboratory. 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

Automated Echocardiographic Detection of Congenital Heart Disease Using Artificial Intelligence

Platon Lukyanenko, Sunil Ghelani, Yuting Yang, Bohan Jiang, Timothy Miller, David Harrild, Nao Sasaki, Francesca Sperotto, Danielle Sganga, John Triedman, Andrew J. Powell, Tal Geva, William G. La Cava, Joshua Mayourian (2026)

Preprint

medrxiv.org  |  pdf  |  code

Deep survival analysis from adult and pediatric electrocardiograms: a multi-center benchmark study

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

BioData Mining

doi.org  |  PubMed  |  pdf

Recent Posts

Benchmarking mortality risk prediction from electrocardiograms

5 minute read

Taking a closer look at survival modeling with ECGs