Sumit Mukherjee
@smukherjee89
Sr Applied Science Manager@Oracle. UW ECE PhD. Clinical LLMs + ML4genetics. From Calcutta. Views are my own. Moving to bluesky: @smukherjee89.bsky.social
ID: 350196627
http://www.sumitmukherjee.com 07-08-2011 10:58:26
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Using simulations & RWD, Sumit Mukherjee shows ML-imputed phenotypes boost GWAS power only when built from upstream biomarkers. Downstream proxies inflate FDR, & high predictive R2 can mislead—genetic vs. environ. correlation matters. Pick proxies w/ causal insight! #CHIL2025papers