Pathobiology of cognitive impairment in Parkinson disease: challenges and outlooks
KA Jellinger - International Journal of Molecular Sciences, 2023 - mdpi.com
Cognitive impairment (CI) is a characteristic non-motor feature of Parkinson disease (PD)
that poses a severe burden on the patients and caregivers, yet relatively little is known about …
that poses a severe burden on the patients and caregivers, yet relatively little is known about …
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 …
[HTML][HTML] A comprehensive framework for parkinson's disease diagnosis using explainable artificial intelligence empowered machine learning techniques
S Priyadharshini, K Ramkumar… - Alexandria Engineering …, 2024 - Elsevier
Parkinson's disease (PD) is the second most prevalent neurological disorder, predominantly
affecting older people. With no existing cure, the early detection of PD, where symptoms are …
affecting older people. With no existing cure, the early detection of PD, where symptoms are …
A more objective PD diagnostic model: integrating texture feature markers of cerebellar gray matter and white matter through machine learning
Y Chen, Y Qi, T Li, A Lin, Y Ni, R Pu… - Frontiers in Aging …, 2024 - frontiersin.org
Objective The purpose of this study is to explore whether machine learning can be used to
establish an effective model for the diagnosis of Parkinson's disease (PD) by using texture …
establish an effective model for the diagnosis of Parkinson's disease (PD) by using texture …