TY - JOUR
T1 - Visualization of key factor relation in clinical pathway
AU - Yamashita, Takanori
AU - Flanagan, Brendan
AU - Wakata, Yoshifumi
AU - Hamai, Satoshi
AU - Nakashima, Yasuharu
AU - Iwamoto, Yukihide
AU - Nakashima, Naoki
AU - Hirokawa, Sachio
N1 - Funding Information:
This work was supported by JSPS KAKENHI Grant Number 24500176 and 15H02778.
Publisher Copyright:
© 2015 The Authors. Published by Elsevier B.V.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2015
Y1 - 2015
N2 - The secondary use of medical data to improve medical care is gaining much attention. We have analyzed electronic clinical pathways for improving the medical process. The analysis of clinical pathways so far has used statistics analysis models, however as issue remains that the order, and multistory spatial and time relations of the each factor could not be analyzed. We constructed an Outcome tree system that shows the greatest significant relation for each factor. The Hip replacement arthroplasty clinical pathway was analyzed by the system, and the outcome variance of the clinical pathway was visualized. The results indicate the path of patient's who have a long hospitalization stay and extracted four critical indicators.
AB - The secondary use of medical data to improve medical care is gaining much attention. We have analyzed electronic clinical pathways for improving the medical process. The analysis of clinical pathways so far has used statistics analysis models, however as issue remains that the order, and multistory spatial and time relations of the each factor could not be analyzed. We constructed an Outcome tree system that shows the greatest significant relation for each factor. The Hip replacement arthroplasty clinical pathway was analyzed by the system, and the outcome variance of the clinical pathway was visualized. The results indicate the path of patient's who have a long hospitalization stay and extracted four critical indicators.
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U2 - 10.1016/j.procs.2015.08.139
DO - 10.1016/j.procs.2015.08.139
M3 - Conference article
AN - SCOPUS:84941097910
SN - 1877-0509
VL - 60
SP - 342
EP - 351
JO - Procedia Computer Science
JF - Procedia Computer Science
IS - 1
T2 - 19th International Conference on Knowledge Based and Intelligent Information and Engineering Systems, KES 2015
Y2 - 7 September 2015 through 9 September 2015
ER -