Multimodal Classification of Parkinson’s Disease in Home Environments with Resiliency to Missing Modalities

Multimodal Classification of Parkinson’s Disease in Home Environments with Resiliency to Missing Modalities

Parkinson’s disease (PD) is a chronic neurodegenerative condition that affects a patient’s everyday life. Authors have proposed that a machine learning and sensor-based approach that continuously monitors patients in naturalistic settings can provide constant evaluation of PD and objectively analyse...

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Manylion Llyfryddiaeth
Prif Awduron: Farnoosh Heidarivincheh, Ryan McConville, Catherine Morgan, Roisin McNaney, Alessandro Masullo, Majid Mirmehdi, Alan L. Whone, Ian Craddock
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: MDPI AG 2021-06-01
Cyfres:Sensors
Pynciau:
Parkinson’s disease
deep learning
multimodal data
missing modality
accelerometer
computer vision
Mynediad Ar-lein:https://www.mdpi.com/1424-8220/21/12/4133

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https://www.mdpi.com/1424-8220/21/12/4133

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