Skip to Main Content

Paper Details

Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives.
PLoS One
86
2018
CNNs, MIMIC, patient, phrases
Humans, Language, Learning, Phenotype
Author NameAffiliation
Sebastian Gehrmann
Sebastian GehrmannHarvard University
Franck Dernoncourt
Franck DernoncourtMassachusetts Institute of Technology
Franck Dernoncourt
Yeran Li
Yeran LiHarvard T.H. Chan School of Public Health
Eric T Carlson
Eric T Carlson
Joy T Wu
Joy T WuHarvard T.H. Chan School of Public Health
Jonathan Welt
Jonathan WeltWellman Center for Photomedicine, Massachusetts General Hospital
John Foote
John FooteTufts University School of Medicine
Edward T Moseley
Edward T MoseleyCollege of Science and Mathematics, University of Massachusetts
David W Grant
David W GrantWashington University School of Medicine
Patrick D Tyler
Patrick D TylerBeth Israel Deaconess Medical Center
Leo Anthony Celi
Leo Anthony CeliMassachusetts Institute of Technology
  • 1 - 23

Datasets