2 papers
physics.med-ph2020
Longitudinal laboratory testing tied to PCR diagnostics in COVID-19 patients reveals temporal evolution of distinctive coagulopathy signatures
Colin Pawlowski, Tyler Wagner, Arjun Puranik +13
Temporal inference from laboratory testing results and their triangulation with clinical outcomes as described in the associated unstructured text from the providers notes in the E…
stat.ML2018
Imputation of Clinical Covariates in Time Series
Dimitris Bertsimas, Agni Orfanoudaki, Colin Pawlowski
Missing data is a common problem in real-world settings and particularly relevant in healthcare applications where researchers use Electronic Health Records (EHR) and results of ob…