AIML in BioInformatics

As AI takes over all segment of businesses, here is what my contribution is in the paper DMWAS where a novel method of encoding using CLUSTERING have been introduced with downstream machine learning methods for BIOMARKER discovery and direct application such as for traits/diseases.

Singh AN (2021) DMWAS: Feature Set Optimization by Clustering, Univariate Association, Deep and Machine Learning Omics Wide Association Study for Biomarkers Discovery as Tested on GTex Pilot Dataset for Death Due to Heart-Attack. J Proteomics Bioinform.14:547.