Gait-Based Diplegia Classification Using LSMT Networks.
Journal
Journal of healthcare engineering
ISSN: 2040-2295
Titre abrégé: J Healthc Eng
Pays: England
ID NLM: 101528166
Informations de publication
Date de publication:
2019
2019
Historique:
received:
11
07
2018
accepted:
11
12
2018
entrez:
26
2
2019
pubmed:
26
2
2019
medline:
6
5
2020
Statut:
epublish
Résumé
Diplegia is a specific subcategory of the wide spectrum of motion disorders gathered under the name of cerebral palsy. Recent works proposed to use gait analysis for diplegia classification paving the way for automated analysis. A clinically established gait-based classification system divides diplegic patients into 4 main forms, each one associated with a peculiar walking pattern. In this work, we apply two different deep learning techniques, namely,
Identifiants
pubmed: 30800255
doi: 10.1155/2019/3796898
pmc: PMC6360037
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
3796898Références
Gait Posture. 2007 Oct;26(4):560-71
pubmed: 17291764
Conf Proc IEEE Eng Med Biol Soc. 2004;2006:466-9
pubmed: 17271714
Eur J Phys Rehabil Med. 2015 Feb;51(1):39-48
pubmed: 25052013
Eur J Phys Rehabil Med. 2008 Jun;44(2):203-11
pubmed: 18418340
Gait Posture. 2007 Mar;25(3):374-9
pubmed: 16784857
Early Hum Dev. 2012 Jul;88(7):547-53
pubmed: 22281057
Gait Posture. 2007 Jan;25(1):140-52
pubmed: 16490354
Gait Posture. 2009 Jan;29(1):71-5
pubmed: 18676146
Eur J Phys Rehabil Med. 2008 Jun;44(2):195-201
pubmed: 18418339
Eur J Phys Rehabil Med. 2008 Jun;44(2):213-20
pubmed: 18418341
Dev Med Child Neurol. 1997 Apr;39(4):214-23
pubmed: 9183258
IEEE Trans Biomed Eng. 2006 Dec;53(12 Pt 1):2479-90
pubmed: 17153205
Gait Posture. 2010 Jun;32(2):253-8
pubmed: 20605460
Res Dev Disabil. 2011 Nov-Dec;32(6):2542-52
pubmed: 21807478