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

Deep Learning-Based Automated Echocardiographic Measurements in Pediatric and Congenital Heart Disease

Platon Lukyanenko, Sunil Ghelani, Yuting Yang, Bohan Jiang, Timothy Miller, Peter Higgins, Manouk Kirakosian, Kaitlyn Tracy, Janet Kane, David Harrild, John Triedman, Andrew J. Powell, Tal Geva, William La Cava, Joshua Mayourian (2026)

Preprint

medrxiv.org  |  pdf  |  code

Recent Posts

Benchmarking mortality risk prediction from electrocardiograms

4 minute read

Taking a closer look at survival modeling with ECGs