GenomicsACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB)Peer-reviewed
Data-Driven Symbolic Higher-Order Epistasis Discovery with Kolmogorov-Arnold Networks
Oankar R. Patil, Kamran Shazand, Benoit Marteau…·May D. Wang
This paper introduces EPIK, a deep learning framework for detecting higher-order epistasis in GWAS data, showing improved performance on simulated and real datasets and identifying new gene interactions in Parkinson's Disease.
DOI 10.1145/3765612.3767250