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 …

[HTML][HTML] Remote assessments of hand function in neurological disorders: systematic review

A Gopal, WY Hsu, DD Allen, R Bove - JMIR rehabilitation and …, 2022 - rehab.jmir.org
Background Loss of fine motor skills is observed in many neurological diseases, and remote
monitoring assessments can aid in early diagnosis and intervention. Hand function can be …

Real-time detection of freezing of gait in Parkinson's disease using multi-head convolutional neural networks and a single inertial sensor

L Borzì, L Sigcha, D Rodríguez-Martín… - Artificial intelligence in …, 2023 - Elsevier
Background: Freezing of gait (FOG) is one of the most disabling symptoms of Parkinson's
disease (PD), contributing to poor quality of life and increased risk of falls. Wearable sensors …

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 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 …

IMU-based monitoring for assistive diagnosis and management of IoHT: a review

F Bo, M Yerebakan, Y Dai, W Wang, J Li, B Hu, S Gao - Healthcare, 2022 - mdpi.com
With the rapid development of Internet of Things (IoT) technologies, traditional disease
diagnoses carried out in medical institutions can now be performed remotely at home or …

Upper limb intention tremor assessment: opportunities and challenges in wearable technology

N Paredes-Acuna, D Utpadel-Fischler, K Ding… - Journal of …, 2024 - Springer
Background Tremors are involuntary rhythmic movements commonly present in neurological
diseases such as Parkinson's disease, essential tremor, and multiple sclerosis. Intention …

Enhanced Parkinson's disease tremor severity classification by combining signal processing with resampling techniques

G AlMahadin, A Lotfi, MM Carthy, P Breedon - SN Computer Science, 2022 - Springer
Tremor is an indicative symptom of Parkinson's disease (PD). Healthcare professionals have
clinically evaluated the tremor as part of the Unified Parkinson's disease rating scale …

A robust 6-D pose tracking approach by fusing a multi-camera tracking device and an AHRS module

Z Wang, H Dai, Y Zeng, TC Lueth - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Optical tracking technique based on multiple cameras is widely employed in robots, virtual
reality, and industrial measurements due to its excellent position accuracy. However, its 6-D …

Diagnosis and treatment of tremor in Parkinson's disease using mechanical devices

J Fujikawa, R Morigaki, N Yamamoto, H Nakanishi… - Life, 2022 - mdpi.com
Background: Parkinsonian tremors are sometimes confused with essential tremors or other
conditions. Recently, researchers conducted several studies on tremor evaluation using …