Predicting dementia development in Parkinson's disease using Bayesian network classifiers - Morales, Dinora A.; Vives-Gilabert, Yolanda; Gómez-Ansón, Beatriz; Bengoetxea, Endika; Larrañaga, Pedro; Bielza, Concha; Pagonabarraga, Javier; Kulisevsky, Jaime; Corcuera-Solano, Idoia; Delfino, Manuel (Psychiatry research. Neuroimaging, 2013)
Keywords: Adult and adolescent clinical studies; Aged; Bayes Theorem; Biological and medical sciences; Brain - pathology; Cognitive Dysfunction - complications; Cognitive Dysfunction - diagnosis; Cognitive Dysfunction - pathology; Degenerative and inherited degenerative diseases of the nervous system. Leukodystrophies. Prion diseases; Dementia - complications; Dementia - diagnosis; Dementia - pathology; Feature selection; Female; Freesurfer segmentation; Humans; Image Interpretation, Computer-Assisted; Machine learning methods; Magnetic Resonance Imaging; Male; MCI; Medical sciences; MRI; Nervous system (semeiology, syndromes); Nervous system as a whole; Neuroimaging; Neurology; Organic mental disorders. Neuropsychology; Parkinson Disease - complications; Parkinson Disease - pathology; Predictive Value of Tests; Psychiatry; Psychology. Psychoanalysis. Psychiatry; Psychopathology. Psychiatry; Radiology; Sensitivity and Specificity; Support Vector Machine; Neuroimaging; MCI; Feature selection; Freesurfer segmentation; MRI; Machine learning methods; Human; Nervous system diseases; Segmentation; Image processing; Parkinson disease; Nuclear magnetic resonance imaging; Cerebral disorder; Learning; Acquisition process; Central nervous system disease; Development; Bayes network; Medical imagery; Degenerative disease; Extrapyramidal syndrome; Dementia