Rohit Vashisht

@rohitv.bsky.social

Evolutionary Biology | Healthcare Analytics | Carnatic Music @UCSF | past @Stanford https://rohit43.github.io/

In Nolan’s The Odyssey, the sea does not forgive. Matt Damon’s Odysseus emerges not as marble hero but as a storm-worn man lashed to his own legend, eyes hollowed by ten years of war and twenty of regret.

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Thrilled to share that I’m joining UCSF-Department of Epidemiology and Biostatistics as Assistant Professor starting Nov 1st! Looking forward to contribute in RWE, turning routinely collected healthcare data into meaningful insights using/developing causal inference and ML/AI.

Appreciate the years of work by Andrew Wong, Yasir Tarabichi, Pat Lyons, and colleagues around the country to understand how routinely implemented predictive AI tools perform in diverse real-world clinical settings. Here’s a quick timeline...

JAMA Network Open@jamanetworkopen.com · 5mo ago

Multicenter validation found the Epic Sepsis Model v2 improved early #Sepsis prediction discrimination (AUROC 0.82-0.92) but noted high site variability, low PPV, and high alert burden. ja.ma/4cRoOWZ

Four plots compare "Value" vs. "Threshold" for Michigan, OHSU, Emory, and MetroHealth institutions. Plots show Sensitivity, Specificity, PPV, and NPV, with lines representing each institution's trend and shaded areas indicating variance.