Platon Lukyanenko

Platon Lukyanenko is a postdoctoral fellow investigating transformer architectures for interpreting continuous-time signals. He is a member of the Congenital Heart Artificial Intelligence Lab run by Joshua Mayourian in the Department of Cardiology at Boston Children’s Hospital. 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 J. Ghelani, Yuting Yang, Bohan Jiang, Timothy A. Miller, David Harrild, Nao Sasaki, Francesca Sperotto, Danielle Sganga, John K. Triedman, Andrew J. Powell, Tal Geva, William G. La Cava, Joshua Mayourian (2026)

Circulation

ahajournals.org  |  PubMed  |  pdf

Estimation of Left Ventricular Systolic Function in Pediatric and Congenital Heart Disease from Serial Electrocardiograms

Platon Lukyanenko, Sunil J Ghelani, John K Triedman, Joshua Mayourian, William G. La Cava (2026)

AMIA Amplify Informatics Conference

pdf

Recent Posts

Benchmarking mortality risk prediction from electrocardiograms

4 minute read

Taking a closer look at survival modeling with ECGs