Machine learning for predicting cognitive decline within five years in Parkinson’s disease: Comparing cognitive assessment scales with DAT SPECT and clinical biomarkers - Gorji, Arman; Fathi Jouzdani, Ali (PloS one, 2024)
Keywords: Age; Aged; Biological markers; Biology and Life Sciences; Biomarkers; Care and treatment; Cognitive ability; Cognitive Dysfunction - diagnosis; Cognitive Dysfunction - diagnostic imaging; Computer and Information Sciences; Dementia; Development and progression; Disease Progression; Diseases; Dopamine; Dopamine Plasma Membrane Transport Proteins - metabolism; Feature extraction; Female; Hallucinations; Humans; Impairment; Investigations; Learning algorithms; Machine Learning; Male; Medical imaging; Medicine and Health Sciences; Middle Aged; Movement disorders; Neurodegenerative diseases; Parkinson Disease - complications; Parkinson Disease - diagnosis; Parkinson Disease - diagnostic imaging; Parkinson's disease; Patients; Performance prediction; Physical Sciences; Psychosis; Radiomics; Research and Analysis Methods; Signs and symptoms; Single photon emission computed tomography; SPECT imaging; Tomography, Emission-Computed, Single-Photon - methods