Wearable sensors for measuring spontaneous upper limb use in children with unilateral cerebral palsy and typical development

被引:0
|
作者
Beani, Elena [1 ,2 ]
de 'Cavalieri, Mattia Franchi [2 ,3 ]
Filogna, Silvia [2 ]
Barzacchi, Veronica [2 ,3 ]
Cianchetti, Matteo [4 ,5 ]
Maselli, Martina [4 ,5 ]
Martini, Giada [2 ]
Menici, Valentina [2 ,6 ]
Prencipe, Giuseppe [7 ]
Sicola, Elisa [2 ]
Cioni, Giovanni [2 ]
Sgandurra, Giuseppina [1 ,2 ]
机构
[1] Univ Pisa, Dept Clin & Expt Med, Pisa, Italy
[2] IRCCS Fdn Stella Maris, Dept Dev Neurosci, Calambrone, Pisa, Italy
[3] Univ Florence, Tuscan Ph D Programme Neurosci, Florence, Italy
[4] Scuola Super Sant Anna, BioRobot Inst, Pisa, Italy
[5] Scuola Super Sant Anna, Dept Excellence Robot & AI, Pisa, Italy
[6] Univ Pisa, Programme Clin & Translat Sci, Pisa, Italy
[7] Univ Pisa, Dept Comp Sci, Pisa, Italy
关键词
Accelerometers; Cerebral palsy; AHA; Actigraph; Asymmetry; Daily life; Wearable sensors; Upper limb; Monitoring; UCP; ASSISTING HAND ASSESSMENT; MANUAL ABILITY; VALIDITY; ARM;
D O I
10.1186/s12984-025-01601-3
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
BackgroundUnilateral Cerebral Palsy (UCP) is a clinical condition which mainly involves the movement and muscle tone of one side of the body, often impacting the general manual function. While there are some clinical assessment tools aimed to quantify the Upper Limbs (UpLs) use and the manual abilities, acquiring information regarding the motor abilities outside the clinical environment, such as the UpLs use and their asymmetry during daily life, could provide a more complete evaluation of the child and open a new clinical reasoning. For this purpose, wearable sensors are one of the newest approaches for continuously monitoring UpLs functions without being invasive. The aim of this study was to use wearable sensors to compare spontaneous/daily UpLs usage and asymmetry with the Assisting Hand Assessment (AHA) test, as well as comparing the daily UpLs usage behavior of children with UCP with respect to Typical Developing (TD) peers.MethodsEighty children (54 with UCP and 26 TD) wore an Actigraph sensor on each wrist during the AHA test and then at least for the following week of daily life. The amount of use of each hand and the asymmetry were analyzed during both the AHA and the following week of daily life using linear regression analysis and ANOVA models.ResultsSignificant relationships were found between the asymmetry detected during the week and both the AHA scores and the asymmetry detected during the test. UCP and TD children week asymmetry distributions were significantly different; moreover, some differences were found when grouping them by MACS levels.ConclusionThis paper proposes a new and easy technological methodology for monitoring UpLs behavior in daily life. Through wearable sensor data analysis, we demonstrate a linear correlation between asymmetry measured during smi-structured assessments and daily life. Additionally, we provide evidence of distinct patterns of UpLs usage between typically developing children and children with UCP in daily life.Trial registrationClinical Trials.gov (NCT03054441).
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页数:10
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