[HTML][HTML] Subgrou** and structural brain connectivity of Parkinson's disease–past studies and future directions

T Samantaray, J Saini, CN Gupta - Neuroscience Informatics, 2022 - Elsevier
Parkinson's disease (PD) is a heterogeneous neurodegenerative disorder associated with
several motor and non-motor dysfunctions. The wide variety of clinical features often leads to …

An improved method for diagnosis of Parkinson's disease using deep learning models enhanced with metaheuristic algorithm

B Majhi, A Kashyap, SS Mohanty, S Dash, S Mallik… - BMC medical …, 2024 - Springer
Parkinson's disease (PD) is challenging for clinicians to accurately diagnose in the early
stages. Quantitative measures of brain health can be obtained safely and non-invasively …

Deep learning approach to classify Parkinson's disease from MRI samples

N Basnin, N Nahar, FA Anika, MS Hossain… - … conference on brain …, 2021 - Springer
Perkinson's disease is a progressive degenerative disorder that comes from a recognized
clinical parkinsonian syndrome. The manifestations of Parkinson's disease include both …

Deep interpretability methods for neuroimaging

MM Rahman - 2022 - scholarworks.gsu.edu
Brain dynamics are highly complex and yet hold the key to understanding brain function and
dysfunction. The dynamics captured by resting-state functional magnetic resonance imaging …

Identification of REM sleep behavior disorder by structural magnetic resonance imaging and machine learning

J Mei, S Rahayel, C Desrosiers, RB Postuma… - medRxiv, 2021 - medrxiv.org
Background Idiopathic rapid eye movement sleep behavior disorder (iRBD) is a major risk
factor for synucleinopathies, and patients often present with clinical signs and morphological …

Classify Parkinson Disease from MRI Sample Based on Hybrid Feature Extraction Method

Z Sultana, MS Islam, F Tasnim - International Conference on Big Data, IoT …, 2023 - Springer
A neurological illness known as Parkinson disease (PD) that affects humans through the
nerve cells of the neurological system aging. Unmanageable tremors or jaw, arm, leg, or …

[PDF][PDF] Identification of REM Sleep Behavior Disorder by Magnetic Resonance Imaging and Machine Learning

B Ronald, MD Johannes Frasnelli - 2021 - scholar.archive.org
Background Idiopathic rapid eye movement sleep behavior disorder (iRBD) is a major risk
factor for synucleinopathies, and patients often present with clinical signs and morphological …

Unravelling Parkinson's Disease Prediction: An Evaluation of Feature Selection Techniques with a Focus on PCA and KNN Performance.

MA Ullah, SH Afrin, KM Nazib… - Review of Computer …, 2023 - search.ebscohost.com
Parkinson's disease is a brain condition that causes involuntary or uncontrolled movements,
including tremors, rigidity, and problems with balance and coordination. People of various …