Development of a Gait Analysis Application for Assessing Upper and Lower Limb Movements to Detect Pathological Gait.
Humans
Male
Female
Lower Extremity
/ physiopathology
Gait Analysis
/ methods
Aged
Middle Aged
Parkinson Disease
/ physiopathology
Gait
/ physiology
Upper Extremity
/ physiopathology
Movement
/ physiology
Walking
/ physiology
Biomechanical Phenomena
/ physiology
Hydrocephalus, Normal Pressure
/ physiopathology
Gait Disorders, Neurologic
/ physiopathology
Adult
Hakim’s disease
Parkinson’s disease
cervical myelopathy
deep learning
idiopathic normal-pressure hydrocephalus
markerless motion capture
motion tracking
quantitative gait assessment
smartphone device
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
30 Sep 2024
30 Sep 2024
Historique:
received:
15
08
2024
revised:
24
09
2024
accepted:
27
09
2024
medline:
16
10
2024
pubmed:
16
10
2024
entrez:
16
10
2024
Statut:
epublish
Résumé
Pathological gait in patients with Hakim's disease (HD, synonymous with idiopathic normal-pressure hydrocephalus; iNPH), Parkinson's disease (PD), and cervical myelopathy (CM) has been subjectively evaluated in this study. We quantified the characteristics of upper and lower limb movements in patients with pathological gait. We analyzed 1491 measurements of 1 m diameter circular walking from 122, 12, and 93 patients with HD, PD, and CM, respectively, and 200 healthy volunteers using the Three-Dimensional Pose Tracker for Gait Test. Upper and lower limb movements of 2D coordinates projected onto body axis sections were derived from estimated 3D relative coordinates. The hip and knee joint angle ranges on the sagittal plane were significantly smaller in the following order: healthy > CM > PD > HD, whereas the shoulder and elbow joint angle ranges were significantly smaller, as follows: healthy > CM > HD > PD. The outward shift of the leg on the axial plane was significantly greater, as follows: healthy < CM < PD < HD, whereas the outward shift of the upper limb followed the order of healthy > CM > HD > PD. The strongest correlation between the upper and lower limb movements was identified in the angle ranges of the hip and elbow joints on the sagittal plane. The lower and upper limb movements during circular walking were correlated. Patients with HD and PD exhibited reduced back-and-forth swings of the upper and lower limbs.
Identifiants
pubmed: 39409369
pii: s24196329
doi: 10.3390/s24196329
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Japan Society for the Promotion of Science
ID : 21K09098
Organisme : Japan Society for the Promotion of Science
ID : 24K02557
Organisme : Ministry of Education, Culture, Sports, Science and Technology as "Program for Promoting Re-searches on the Supercomputer Fugaku"
ID : DJPMXP1020230118
Organisme : Taiju Life Social Welfare Foundation
ID : no
Organisme : Osaka Gas Group Welfare Foundation
ID : no