Novel methodology for the evaluation of symptoms reported by patients with newly diagnosed atrial fibrillation: Application of natural language processing to electronic medical records data — Matthew R. Reynolds (2022) | RDL Network
Novel methodology for the evaluation of symptoms reported by patients with newly diagnosed atrial fibrillation: Application of natural language processing to electronic medical records data
Article 2022 en
Authors
MR
Matthew R. Reynolds
TB
T. Jared Bunch
BS
Benjamin A. Steinberg
Abstract
1 min read
This study illustrates that NLP can be applied to EMR data to characterize symptom reports in patients with incident AF, and the potential for these methods to inform comparative effectiveness.
Matthew J. Kolek, Amy J. Graves, Meng Xu, Aihua Bian, Pedro L. Teixeira, M. Benjamin Shoemaker, Babar Parvez, Hua Xu, Susan R. Heckbert, Patrick T. Ellinor, Emelia Benjamin, Álvaro Alonso, Joshua C. Denny, Karel G.M. Moons, Ayumi Shintani, Frank E. Harrell, Dan M. Roden, Dawood Darbar
Matthew J. Kolek, Amy J. Graves, Aihua Bian, Pedro L. Teixeira, M. Benjamin Shoemaker, Babar Parvez, Hua Xu, Susan R. Heckbert, Patrick T. Ellinor, Emelia Benjamin, Álvaro Alonso, Joshua C. Denny, Karel G.M. Moons, Ayumi Shintani, Dan M. Roden, Dawood Darbar
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