A Novel Machine Learning Algorithm Predicts Dementia With Lewy Bodies Versus Parkinson's Disease Dementia Based on Clinical and Neuropsychological Scores

Our aim was to develop a machine learning algorithm based only on non-invasively clinic collectable predictors, for the accurate diagnosis of these disorders. This is an ongoing prospective cohort study (ClinicalTrials.gov identifier NCT number NCT04448340) of 78 PDD and 62 DLB subjects whose diagno...

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Vydáno v:	Journal of geriatric psychiatry and neurology Ročník 35; číslo 3; s. 317
Hlavní autoři:	Bougea, Anastasia, Efthymiopoulou, Efthymia, Spanou, Ioanna, Zikos, Panagiotis
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States 01.05.2022
Témata:	Algorithms Alzheimer Disease - diagnosis Bayes Theorem Dementia Humans Lewy Body Disease - diagnosis Machine Learning Neuropsychological Tests Parkinson Disease - diagnosis Prospective Studies K-nearest neighbors (K-NNs) dementia with Lewy bodies (DLB) machine learning Parkinson’s disease dementia (PDD)
ISSN:	0891-9887
On-line přístup:	Zjistit podrobnosti o přístupu
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