Building a best-in-class automated de-identification tool for electronic health records through ensemble learning

by Karthik Murugadoss, Ajit Rajasekharan, Bradley Malin, Vineet Agarwal, Sairam Bade, Jeff R. Anderson, Jason L. Ross, William A. Faubion, Jr., John D. Halamka, Venky Soundararajan, Sankar Ardhanari
Published 2021-06-01

Inference from longitudinal laboratory tests characterizes temporal evolution of COVID-19-associated coagulopathy (CAC)

by Colin Pawlowski, Tyler Wagner, Arjun Puranik, Karthik Murugadoss, Liam Loscalzo, AJ Venkatakrishnan, Rajiv K Pruthi, Damon E Houghton, John C O'Horo, William G Morice II, Amy W Williams, Gregory J Gores, John Halamka, Andrew D Badley, Elliot S Barnathan, Hideo Makimura, Najat Khan, Venky Soundararajan
Published 2020-08-01

Augmented curation of clinical notes from a massive EHR system reveals symptoms of impending COVID-19 diagnosis

by Tyler Wagner, FNU Shweta, Karthik Murugadoss, Samir Awasthi, AJ Venkatakrishnan, Sairam Bade, Arjun Puranik, Martin Kang, Brian W Pickering, John C O'Horo, Philippe R Bauer, Raymund R Razonable, Paschalis Vergidis, Zelalem Temesgen, Stacey Rizza, Maryam Mahmood, Walter R Wilson, Douglas Challener, Praveen Anand, Matt Liebers, Zainab Doctor, Eli Silvert, Hugo Solomon, Akash Anand, Rakesh Barve, Gregory Gores, Amy W Williams, William G Morice II, John Halamka, Andrew Badley, Venky Soundararajan
Published 2020-07-01

Convergence of regulatory mutations into oncogenic pathways across multiple tumor types

by Murugadoss, Karthik
Published 2017