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 …

Classification of Parkinson's disease and essential tremor based on balance and gait characteristics from wearable motion sensors via machine learning techniques …

S Moon, HJ Song, VD Sharma, KE Lyons… - … of neuroengineering and …, 2020 - Springer
Background Parkinson's disease (PD) and essential tremor (ET) are movement disorders
that can have similar clinical characteristics including tremor and gait difficulty. These …

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 …

Quantitative assessment of essential tremor based on machine learning methods using wearable device

C Ma, D Li, L Pan, X Li, C Yin, A Li, Z Zhang… - … Signal Processing and …, 2022 - Elsevier
Background Essential tremor (ET) is a progressive neurological disorder with characteristic
motor symptoms. Current clinical assessments are primarily based on expert consultation …

A wearable multi-segment upper limb tremor assessment system for differential diagnosis of Parkinson's disease versus essential tremor

J Li, H Zhu, J Li, H Wang, B Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Upper limb tremor is a prominent symptom of both Parkinson's disease and essential tremor.
Its kinematic parameters overlap substantially for these two pathological conditions, thus …

A deep explainable artificial intelligent framework for neurological disorders discrimination

S Shahtalebi, SF Atashzar, RV Patel, MS Jog… - Scientific reports, 2021 - nature.com
Pathological hand tremor (PHT) is a common symptom of Parkinson's disease (PD) and
essential tremor (ET), which affects manual targeting, motor coordination, and movement …

Leveraging Machine Learning for Disease Diagnoses based on Wearable Devices: A Survey

Z Jiang, V Van Zoest, W Deng… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Many countries around the world are facing a shortage of healthcare resources, especially
during the post-epidemic era, leading to a dramatic increase in the need for self-detection …

Objective quantification of the severity of postural tremor based on kinematic parameters: A multi-sensory fusion study

C Ma, P Zhang, J Wang, J Zhang, L Pan, X Li… - Computer Methods and …, 2022 - Elsevier
Background Current clinical assessments of essential tremor (ET) are primarily based on
expert consultation combined with reviewing patient complaints, physician expertise, and …

[HTML][HTML] Two-stage framework for automatic diagnosis of multi-task in essential tremor via multi-sensory fusion parameters

C Ma, P Zhang, L Pan, X Li, C Yin, A Li, R Zong… - Journal of King Saud …, 2022 - Elsevier
Essential tremor (ET) is one of the most common movement disorders in adults, and its early
assessment and diagnosis are crucial for disease management in movement disorders …

Angular velocity analysis boosted by machine learning for helping in the differential diagnosis of Parkinson's disease and essential tremor

JDL Duque, AJS Egea, T Reeb, HAG Rojas… - IEEE …, 2020 - ieeexplore.ieee.org
Recent research has shown that smartphones/smartwatches have a high potential to help
physicians to identify and differentiate between different movement disorders. This work …