Internet of things technologies and machine learning methods for Parkinson's disease diagnosis, monitoring and management: a systematic review

KM Giannakopoulou, I Roussaki, K Demestichas - Sensors, 2022 - mdpi.com
Parkinson's disease is a chronic neurodegenerative disease that affects a large portion of
the population, especially the elderly. It manifests with motor, cognitive and other types of …

Wireless power transfer and telemetry for implantable bioelectronics

S Yoo, J Lee, H Joo, SH Sunwoo… - Advanced healthcare …, 2021 - Wiley Online Library
Implantable bioelectronic devices are becoming useful and prospective solutions for various
diseases owing to their ability to monitor or manipulate body functions. However …

Machine learning in tremor analysis: critique and directions

A De, KP Bhatia, J Volkmann, R Peach… - Movement …, 2023 - Wiley Online Library
Tremor is the most frequent human movement disorder, and its diagnosis is based on
clinical assessment. Yet finding the accurate clinical diagnosis is not always straightforward …

Vision-based estimation of MDS-UPDRS scores for quantifying Parkinson's disease tremor severity

W Liu, X Lin, X Chen, Q Wang, X Wang, B Yang… - Medical Image …, 2023 - Elsevier
Parkinson's disease (PD) is a common neurodegenerative movement disorder among older
individuals. As one of the typical symptoms of PD, tremor is a critical reference in the PD …

Wearable skin sensors and their challenges: A review of transdermal, optical, and mechanical sensors

A Ahmad Tarar, U Mohammad, S K. Srivastava - Biosensors, 2020 - mdpi.com
Wearable technology and mobile healthcare systems are both increasingly popular
solutions to traditional healthcare due to their ease of implementation and cost-effectiveness …

Accelerometer data collected with a minimum set of wearable sensors from subjects with Parkinson's disease

JF Daneault, G Vergara-Diaz, F Parisi, C Admati… - Scientific Data, 2021 - nature.com
Parkinson's disease (PD) is a neurodegenerative disorder associated with motor and non-
motor symptoms. Current treatments primarily focus on managing motor symptom severity …

Detection and classification of early stages of Parkinson's disease through wearable sensors and machine learning

A Shcherbak, E Kovalenko… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Parkinson's disease (PD) is a neurodegenerative disease which is among the most spread
and growing common neurodegenerative disorders. It significantly limits the physical and …

Assessment of movement disorders using wearable sensors during upper limb tasks: A scoping review

I Vanmechelen, H Haberfehlner… - Frontiers in Robotics …, 2023 - frontiersin.org
Background: Studies aiming to objectively quantify movement disorders during upper limb
tasks using wearable sensors have recently increased, but there is a wide variety in …

Comparative study of wearable sensors, video, and handwriting to detect Parkinson's disease

A Talitckii, E Kovalenko, A Shcherbak… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Parkinson's disease (PD) is the second most common neurodegenerative disorder that
affects the extrapyramidal motor system. The initial clinical symptoms can appear long …

Wearable devices for assessment of tremor

B Vescio, A Quattrone, R Nisticò, M Crasà… - Frontiers in …, 2021 - frontiersin.org
Tremor is an impairing symptom associated with several neurological diseases. Some of
such diseases are neurodegenerative, and tremor characterization may be of help in …