Search Results for author: Reagan Mozer

Found 2 papers, 2 papers with code

Leveraging text data for causal inference using electronic health records

1 code implementation9 Jun 2023 Reagan Mozer, Aaron R. Kaufman, Leo A. Celi, Luke Miratrix

In studies that rely on data from electronic health records (EHRs), unstructured text data such as clinical progress notes offer a rich source of information about patient characteristics and care that may be missing from structured data.

Causal Inference Imputation

Matching with Text Data: An Experimental Evaluation of Methods for Matching Documents and of Measuring Match Quality

1 code implementation2 Jan 2018 Reagan Mozer, Luke Miratrix, Aaron Russell Kaufman, L. Jason Anastasopoulos

We enhance the precision of these results by developing a predictive model to estimate the match quality of pairs of text documents as a function of our various distance scores.

Causal Inference Text Matching

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