Redundancy-aware topic modeling for patient record notes.
The clinical notes in a given patient record contain much redundancy, in large part due to clinicians' documentation habit of copying from previous notes in the record and pasting into a new note. Previous work has shown that this redundancy has a negative impact on the quality of text mining a...
Main Authors: | Raphael Cohen, Iddo Aviram, Michael Elhadad, Noémie Elhadad |
---|---|
Format: | Article |
Language: | English |
Published: |
Public Library of Science (PLoS)
2014-01-01
|
Series: | PLoS ONE |
Online Access: | http://europepmc.org/articles/PMC3923754?pdf=render |
Similar Items
-
Correction: Redundancy-Aware Topic Modeling for Patient Record Notes.
Published: (2014-01-01) -
Correction: Redundancy-Aware Topic Modeling for Patient Record Notes
by: The Staff
Published: (2014-01-01) -
Analysis of free online physician advice services.
by: Raphael Cohen, et al.
Published: (2013-01-01) -
Learning endometriosis phenotypes from patient-generated data
by: Iñigo Urteaga, et al.
Published: (2020-06-01) -
Utilizing Machine Learning For Respiratory Rate Detection Via Radar Sensor
by: Elhadad, Anwar
Published: (2020)