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Co-evolution of machine learning and digital technologies to improve monitoring of Parkinson's disease motor symptoms
AS Chandrabhatla, IJ Pomeraniec… - NPJ digital …, 2022 - nature.com
Parkinson's disease (PD) is a neurodegenerative disorder characterized by motor
impairments such as tremor, bradykinesia, dyskinesia, and gait abnormalities. Current …
impairments such as tremor, bradykinesia, dyskinesia, and gait abnormalities. Current …
[HTML][HTML] The smartphone in medicine: a review of current and potential use among physicians and students
E Ozdalga, A Ozdalga, N Ahuja - Journal of medical Internet research, 2012 - jmir.org
Background: Advancements in technology have always had major impacts in medicine. The
smartphone is one of the most ubiquitous and dynamic trends in communication, in which …
smartphone is one of the most ubiquitous and dynamic trends in communication, in which …
Machine learning-based classification of simple drawing movements in Parkinson's disease
C Kotsavasiloglou, N Kostikis… - … Signal Processing and …, 2017 - Elsevier
This work explores the use of a pen-and-tablet device to study differences in hand
movement and muscle coordination between healthy subjects and Parkinson's disease …
movement and muscle coordination between healthy subjects and Parkinson's disease …
A smartphone-based tool for assessing parkinsonian hand tremor
The aim of this study is to propose a practical smartphone-based tool to accurately assess
upper limb tremor in Parkinson's disease (PD) patients. The tool uses signals from the …
upper limb tremor in Parkinson's disease (PD) patients. The tool uses signals from the …
[HTML][HTML] Mobile phones in research and treatment: ethical guidelines and future directions
Background The natural fluctuation of motor symptoms of Parkinson's disease (PD) makes
judgement of any change challenging and the use of clinical scales such as the International …
judgement of any change challenging and the use of clinical scales such as the International …