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 …
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
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 …
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
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 …
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 …
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 …
such diseases are neurodegenerative, and tremor characterization may be of help in …
IMU-based monitoring for assistive diagnosis and management of IoHT: a review
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 …
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 …
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
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 …
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
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 …
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 …
conditions. Recently, researchers conducted several studies on tremor evaluation using …