Title
CCMapper: An adaptive NLP-based free-text chief complaint mapping algorithm.
Abstract
Due to its simplicity, high performance, and capability of incorporating new free-text CC data, CCMapper can be readily adopted by other EDs to support clinical decision making. CCMapper can facilitate the development of predictive models for the type and timing of important events in ED (e.g., ICU admission).
Year
DOI
Venue
2019
10.1016/j.compbiomed.2019.103398
Computers in Biology and Medicine
Keywords
Field
DocType
Natural language processing,Free-text chief complaints,Emergency department,Mapping algorithm,Heuristic,Iterative enhancement,Human consensus-based validation
Heuristic,Clinical decision making,Emergency department,Computer science,Human error,Complaint,Cohen's kappa,Natural language processing,Artificial intelligence,Mapping algorithm,Health information
Journal
Volume
ISSN
Citations 
113
0010-4825
0
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Mohammad Samie Tootooni100.34
Kalyan S. Pasupathy2219.19
Heather A Heaton311.30
Casey M Clements400.34
Mustafa Sir5429.57