Patrick D. Tyler

Behind the scenes: A medical natural language processing project

Franck Dernoncourt, Sebastian Gehrmann, Eric T. Carlson, 2017, Int. J. Medical Informatics.

A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients

Franck Dernoncourt, Eric T. Carlson, Leo Anthony Celi, 2020, LREC.

Comparing Rule-Based and Deep Learning Models for Patient Phenotyping pdf

Franck Dernoncourt, Sebastian Gehrmann, Eric T. Carlson, 2017, ArXiv.

Identifying documented medical non-adherence from clinical notes using natural language processing

Leo A. Celi, Sebastian Gehrmann, Joy T. Wu, 2019, AMIA.

Assessment of Intensive Care Unit Laboratory Values That Differ From Reference Ranges and Association With Patient Mortality and Length of Stay

Zenglin Xu, Leo Anthony Celi, Mengling Feng, 2018, JAMA network open.