Activities of Daily Life (ADLs) are fundamental tasks that need to be carried out for maintaining a good quality of life. For patients with motor impairments, task-oriented therapy is a reasonable approach for recovering the ability to perform basic ADLs [1]. Magneto-Inertial Measurement Units (MIMUs) are commonly used for kinematic assessments in various pathological conditions [2]. The time needed to complete a motor task is a metric often used by physical therapists to assess motor impairments. To facilitate this evaluation, accurate algorithms that can distinguish between movement and rest states are needed. This contribution aims at introducing a segmentation method for the identification of upper-limb movements based on statistical considerations.
A novel statistical approach for upper-limb movement segmentation using a single wrist-worn magneto-inertial measurement unit / Dotti, G.; Ghislieri, M.; Knaflitz, M.. - In: GAIT & POSTURE. - ISSN 0966-6362. - STAMPA. - 114:(2024), pp. 22-23. (Intervento presentato al convegno National Congress of SIAMOC tenutosi a Stresa (Italy) nel 2-5 October 2024) [10.1016/j.gaitpost.2024.08.043].
A novel statistical approach for upper-limb movement segmentation using a single wrist-worn magneto-inertial measurement unit
Dotti, G.;Ghislieri, M.;Knaflitz, M.
2024
Abstract
Activities of Daily Life (ADLs) are fundamental tasks that need to be carried out for maintaining a good quality of life. For patients with motor impairments, task-oriented therapy is a reasonable approach for recovering the ability to perform basic ADLs [1]. Magneto-Inertial Measurement Units (MIMUs) are commonly used for kinematic assessments in various pathological conditions [2]. The time needed to complete a motor task is a metric often used by physical therapists to assess motor impairments. To facilitate this evaluation, accurate algorithms that can distinguish between movement and rest states are needed. This contribution aims at introducing a segmentation method for the identification of upper-limb movements based on statistical considerations.File | Dimensione | Formato | |
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2024_SIAMOC_Dotti_A novel statistical approach for upper-limb movement segmentation using a single wrist-worn magneto-inertial measurement.docx
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https://hdl.handle.net/11583/2994251