Exploring huntington's disease diagnosis via artificial intelligence models: a comprehensive review
Huntington's Disease (HD) is a devastating neurodegenerative disorder characterized by
progressive motor dysfunction, cognitive impairment, and psychiatric symptoms. The early …
progressive motor dysfunction, cognitive impairment, and psychiatric symptoms. The early …
[HTML][HTML] Research and Application Progress of Radiomics in Neurodegenerative Diseases
J Feng, Y Huang, X Zhang, Q Yang, Y Guo, Y Xia… - Meta-Radiology, 2024 - Elsevier
Neurodegenerative diseases refer to degenerative diseases of the nervous system caused
by neuronal degeneration and apoptosis. Usually, the onset of the disease is insidious, and …
by neuronal degeneration and apoptosis. Usually, the onset of the disease is insidious, and …
Predicting Huntington's disease state with ensemble learning & sMRI: More than just the striatum
M Kohli, D Pustina, JH Warner, DC Alexander… - medRxiv, 2023 - medrxiv.org
Developing effective treatments for Huntington's disease (HD) requires reliable markers of
disease progression. Striatal atrophy has been the hallmark of HD progression, but …
disease progression. Striatal atrophy has been the hallmark of HD progression, but …
Machine Learning Approaches to Identify Affected Brain Regions in Movement Disorders Using MRI Data: A Systematic Review and Diagnostic Meta‐analysis
Background Movement disorders such as Parkinson's disease are associated with structural
and functional changes in specific brain regions. Advanced magnetic resonance imaging …
and functional changes in specific brain regions. Advanced magnetic resonance imaging …
[HTML][HTML] Artificial Intelligence in the Diagnosis and Quantitative Phenotyping of Hyperkinetic Movement Disorders: A Systematic Review
Background: Hyperkinetic movement disorders involve excessive, involuntary movements
such as ataxia, chorea, dystonia, myoclonus, tics, and tremor. Recent advances in artificial …
such as ataxia, chorea, dystonia, myoclonus, tics, and tremor. Recent advances in artificial …
Performance Comparison between Deep Neural Network and Machine Learning based Classifiers for Huntington Disease Prediction from Human DNA Sequence
C Vishnuppriya, G Tamilpavai - IEEE/ACM Transactions on …, 2024 - ieeexplore.ieee.org
Huntington Disease (HD) is a type of neurodegenerative disorder which causes problems
like psychiatric disturbances, movement problem, weight loss and problem in sleep. It needs …
like psychiatric disturbances, movement problem, weight loss and problem in sleep. It needs …
Eye-tracking in Early Manifest Huntington's Disease: Heterogeneity of Deficits in Inhibitory and Fronto-Executive Control
F Júlio, C Januário, M Castelo-Branco… - Medical Research …, 2024 - esmed.org
Objectives: Huntington's disease (HD) is an autosomal dominant neurodegenerative
disorder that affects first basal ganglia and fronto-striatal circuitry. Cognitive decline and …
disorder that affects first basal ganglia and fronto-striatal circuitry. Cognitive decline and …