Applications of machine learning to diagnosis and treatment of neurodegenerative diseases

MA Myszczynska, PN Ojamies, AMB Lacoste… - Nature reviews …, 2020 - nature.com
Globally, there is a huge unmet need for effective treatments for neurodegenerative
diseases. The complexity of the molecular mechanisms underlying neuronal degeneration …

Essential tremor

T Welton, F Cardoso, JA Carr, LL Chan… - Nature reviews Disease …, 2021 - nature.com
Essential tremor (ET) is one of the most common movement disorders, with a reported> 60
million affected individuals worldwide. The definition and underlying pathophysiology of ET …

Convergence of artificial intelligence and neuroscience towards the diagnosis of neurological disorders—a scoping review

C Surianarayanan, JJ Lawrence, PR Chelliah… - Sensors, 2023 - mdpi.com
Artificial intelligence (AI) is a field of computer science that deals with the simulation of
human intelligence using machines so that such machines gain problem-solving and …

Essential tremor: diagnosis and management

V Shanker - bmj, 2019 - bmj.com
Essential tremor is one of the most common movement disorders in adults and can affect
both children and adults. An updated consensus statement in 2018 redefined essential …

Wearable sensors during drawing tasks to measure the severity of essential tremor

SM Ali, SP Arjunan, J Peters, L Perju-Dumbrava… - Scientific reports, 2022 - nature.com
Commonly used methods to assess the severity of essential tremor (ET) are based on
clinical observation and lack objectivity. This study proposes the use of wearable …

Art therapy as a comprehensive complementary treatment for Parkinson's disease

T Ettinger, M Berberian, I Acosta, A Cucca… - Frontiers in human …, 2023 - frontiersin.org
Introduction Parkinson's disease (PD) is the second most prevalent neurodegenerative
disease. Complementary and alternative therapies are increasingly utilized to address its …

Application of optimized convolutional neural networks for early aided diagnosis of essential tremor: automatic handwriting recognition and feature analysis

Y Wang, J Yang, M Cai, X Liu, K Lu, Y Lou… - Medical Engineering & …, 2023 - Elsevier
Essential tremor (ET) is one of the most common neurological disorders, and its mainly
clinical symptoms, including patient hand's kinetic tremor, dystonia, ataxia, etc., would …

Aging effect on visuomotor adaptation: mediated by cognitive decline

N Li, G Chen, Y Xie, Z Chen - Frontiers in Aging Neuroscience, 2021 - frontiersin.org
The question of whether and how aging affects humans' visuomotor adaptation remains
controversial. This study investigates how the effect of aging on visuomotor adaptation is …

[HTML][HTML] Developing a web application for Chinese calligraphy learners using convolutional neural network and scale invariant feature transform

A Wong, J So, ZTB Ng - Computers and Education: Artificial Intelligence, 2024 - Elsevier
Chinese Calligraphy is an ancient art form with practical benefits such as improving elders'
cognition and helping diagnose Parkinson's disease. Learning Chinese calligraphy requires …

Elastic analysis of irregularly or sparsely sampled curves

L Steyer, A Stöcker, S Greven - Biometrics, 2023 - Wiley Online Library
We provide statistical analysis methods for samples of curves in two or more dimensions,
where the image, but not the parameterization of the curves, is of interest and suitable …