Methods to Enhance Causal Inference for Assessing Impact of Clinical Informatics Platform Implementation.

Michael Gaies Mary K Olive Gabe E Owens John R Charpie Wenying Zhang Sara K PasqualiDarren KlugmanJohn M CostelloSteven M SchwartzMousumi Banerjee

Published in: Circulation. Cardiovascular quality and outcomes (2023)

Clinical registries provide opportunities to thoroughly evaluate implementation of new informatics tools at single institutions. Borrowing strength from multi-institutional data and drawing ideas from causal inference, our analysis solidified greater belief in the effectiveness of this software across our institution.

Keyphrases

electronic health record
primary care
healthcare
big data
single cell
randomized controlled trial
systematic review
machine learning
deep learning