[HTML][HTML] Machine learning for the detection and diagnosis of cognitive impairment in Parkinson's Disease: A systematic review
Background Parkinson's Disease is the second most common neurological disease in over
60s. Cognitive impairment is a major clinical symptom, with risk of severe dysfunction up to …
60s. Cognitive impairment is a major clinical symptom, with risk of severe dysfunction up to …
The Role of AI and Machine Learning in the Diagnosis of Parkinson's Disease and Atypical Parkinsonisms
AGP Dennis, AP Strafella - Parkinsonism & Related Disorders, 2024 - Elsevier
Parkinson's disease is a neurodegenerative movement disorder associated with motor and
non-motor symptoms causing severe disability as the disease progresses. The development …
non-motor symptoms causing severe disability as the disease progresses. The development …
Prediction of cognitive decline in Parkinson's disease based on MRI radiomics and clinical features: A multicenter study
Y Jian, J Peng, W Wang, T Hu, J Wang… - CNS Neuroscience …, 2024 - Wiley Online Library
Objective To develop and validate a multimodal combinatorial model based on whole‐brain
magnetic resonance imaging (MRI) radiomic features for predicting cognitive decline in …
magnetic resonance imaging (MRI) radiomic features for predicting cognitive decline in …
Structural network topology mediated cognitive impairment in Parkinson's disease
Z Chen, G Li, L Zhou, L Zhang, L Yang, J Liu - medRxiv, 2023 - medrxiv.org
Cognitive impairment (CI) is one of the most prominent non-motor symptoms in Parkinson's
disease (PD). How brain network abnormalities contribute to CI in PD patients remain …
disease (PD). How brain network abnormalities contribute to CI in PD patients remain …
Clinical Scores Prediction and Medication Adjustment for Course of Parkinson's Disease
H Chen, W Wu, X Xing, X Xu - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Parkinson's Disease (PD) is the second most prevalent neurodegenerative disorder
worldwide, characterized by progressive motor and non-motor symptoms. Unfortunately …
worldwide, characterized by progressive motor and non-motor symptoms. Unfortunately …
Comparison and analysis of accuracy of various machine learning algorithms in the classification of patients with Parkinson45s disease
W Chen, Q Liu, X Gao, Y Geng, H Kan - Proceedings of the 2023 4th …, 2023 - dl.acm.org
Parkinson's disease is a neurological disorder characterized by muscle stiffness, tremors,
and slow movement. The early diagnosis of Parkinson's disease is of great significance for …
and slow movement. The early diagnosis of Parkinson's disease is of great significance for …