Application of high-sensitivity acceleration sensor detecting micro-mechanomyogram and deep learning for Parkinson’s disease classification

Abstract High-sensitivity acceleration sensors have been independently developed by our research group to detect vibrations that are > 10 dB smaller than those detected by conventional commercial sensors. This study is the first to measure high-frequency micro-vibrations in muscle fibers, termed...

Πλήρης περιγραφή

Αποθηκεύτηκε σε:
Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Jingyu Quan, Hirotaka Uchitomi, Ryo Shigeyama, Chenguang Gao, Taiki Ogata, Akira Inaba, Satoshi Orimo, Hiroyuki Ito, Katsuyuki Machida, Masato Sone, Yoshihiro Miyake
Μορφή: Artigo
Γλώσσα:Inglês
Έκδοση: Nature Portfolio 2024-10-01
Σειρά:Scientific Reports
Θέματα:
Acceleration Sensor
Mechanomyogram
Deep learning
Parkinson Disease
Classification
Διαθέσιμο Online:https://doi.org/10.1038/s41598-024-74526-x
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