Smartwatch for the analysis of rest tremor in patients with Parkinson's disease

被引:54
作者
Lopez-Blanco, Roberto [1 ,2 ,3 ]
Velasco, Miguel A. [4 ]
Mendez-Guerrero, Antonio [5 ]
Pablo Romero, Juan [6 ,7 ]
Dolores del Castillo, Maria [4 ]
Ignacio Serrano, J. [4 ]
Rocon, Eduardo [4 ]
Benito-Leon, Julian [3 ,5 ,8 ]
机构
[1] Hosp Univ 12 Octubre, Healthcare Res Inst I 12, Madrid, Spain
[2] Hosp Virgen de la Poveda, Neurol Sect, Madrid 28630, Spain
[3] UCM, Fac Med, Dept Med, Madrid, Spain
[4] UPM, CSIC, CAR, Neural & Cognit Engn Grp, Madrid, Spain
[5] Hosp Univ 12 Octubre, Dept Neurol, Madrid, Spain
[6] Francisco de Vitoria Univ, Fac Biosanitary Sci, Madrid, Spain
[7] Hosp Beata Maria Ana, Brain Damage Serv, Madrid, Spain
[8] Ctr Invest Biomed Red Enfermedades Neurodegenerat, Madrid, Spain
关键词
Parkinson's disease; Tremor transductor; Tremor quantification; Smartphone; Smartwatch; TEST-RETEST RELIABILITY; QUANTIFICATION;
D O I
10.1016/j.jns.2019.04.011
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Wearable technology used in Parkinson's disease (PD) research has become an increasing focus of interest in this field. Our group assessed the feasibility, clinical correlation, reliability, and acceptance of smartwatches in order to quantify arm resting tremors in PD patients. An Android application on a smartwatch was used to obtain raw data from the smartwatch's gyroscopes. Twenty-two PD patients were consecutively recruited and followed for 1 year. Arm rest tremors were video filmed and scored by two independent raters using the motor subscale of the Unified Parkinson's Disease Rating Scale (UPDRS-III). The tremor intensity parameter was defined by the root mean square of the angular speed measured by the smartwatch at the wrist. Sixty-four smartwatch evaluations were completed. The Spearman coefficient among the mean of the resting tremor (UPDRS-III) scores and smartwatch measurements for tremor intensity was 0.81 (p < .001); smartwatch reliability to quantify tremors was checked by intraclass reliability coefficient with a resting tremor = 0.89, minimum detectable change = 59.03%. Good acceptance of the system was shown. Smartwatch use for PD tremor analysis is possible, reliable, well-correlated with clinical scores, and well-accepted by patients for clinical follow-up. The results from these experiments suggest that this commodity hardware has the potential to quantify PD patients' tremors objectively in a consulting-room.
引用
收藏
页码:37 / 42
页数:6
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