9535fc4cbccfe22fa5ed2e426c86d751 pmc_28398265.pdf 641cf00e964ae6b3a5e18291e02cec91d1b69f39 pmc_28398265.pdf 68c10ec2751af9cdb7c356fdc1afe7721de22826fb09ccc66e64f15935a90615 pmc_28398265.pdf Title: A Waist-Worn Inertial Measurement Unit for Long- Term Monitoring of Parkinson’s Disease Patients Subject: Inertial measurement units (IMUs) are devices used, among other fields, in health applications, since they are light, small and effective. More concretely, IMUs have been demonstrated to be useful in the monitoring of motor symptoms of Parkinson’s disease (PD). In this sense, most of previous works have attempted to assess PD symptoms in controlled environments or short tests. This paper presents the design of an IMU, called 9 3, that aims to assess PD symptoms, enabling the possibility to perform a map of patients’ symptoms at their homes during long periods. The device is able to acquire and store raw inertial data for artificial intelligence algorithmic training purposes. Furthermore, the presented IMU enables the real-time execution of the developed and embedded learning models. Results show the great flexibility of the 9 3, storing inertial information and algorithm outputs, sending messages to external devices and being able to detect freezing of gait and bradykinetic gait. Results obtained in 12 patients exhibit a sensitivity and specificity over 80%. Additionally, the system enables working 23 days (at waking hours) with a 1200 mAh battery and a sampling rate of 50 Hz, opening up the possibility to be used for other applications like wellbeing and sports. Keywords: inertial measurement unit; Parkinson’s disease; monitoring; inertial data capture; algorithm Author: Daniel Rodríguez-Martín, Carlos Pérez-López, Albert Samà, Andreu Català, Joan Manuel Moreno Arostegui, Joan Cabestany, Berta Mestre, Sheila Alcaine, Anna Prats, María de la Cruz Crespo and Àngels Bayés Creator: LaTeX with hyperref package Producer: pdfTeX-1.40.15 CreationDate: Tue Apr 11 08:54:27 2017 CEST ModDate: Tue Apr 11 08:54:27 2017 CEST Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 28 Encrypted: no Page size: 595.276 x 841.89 pts (A4) Page rot: 0 File size: 4293804 bytes Optimized: no PDF version: 1.5 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- GJMTQA+URWPalladioL-Ital Type 1 Custom yes yes no 140 0 MWYIRX+URWPalladioL-Bold Type 1 Custom yes yes no 141 0 RBYNXT+VnURWPalladioL-Bold Type 1 Custom yes yes no 142 0 QCLODT+URWPalladioL-Roma Type 1 Custom 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