Comparative analysis of machine learning algorithms for multi-syndrome classification of neurodegenerative syndromes - Lampe, Leonie; Niehaus, Sebastian; Huppertz, Hans-Jürgen; Merola, Alberto; Reinelt, Janis; Mueller, Karsten; Anderl-Straub, Sarah; Fassbender, Klaus; Fliessbach, Klaus; Jahn, Holger; Kornhuber, Johannes; Lauer, Martin; et al. (Alzheimer's research & therapy, 2022)
Keywords: Algorithms; Alzheimer's disease; Artificial Intelligence; Artificial Intelligence in Dementia Research; Atrophy; Biomedical and Life Sciences; Biomedicine; Brain research; Classification; Comparative analysis; Consortia; Deep learning; Deep neural network; Degeneration; Dementia; Demographics; Gender; Geriatric Psychiatry; Geriatrics/Gerontology; Humans; Machine Learning; Medical imaging; Multi-syndrome classification; Nervous system; Neural networks; Neurodegenerative syndromes; Neurology; Neurosciences; Older people; Optimization; Parkinson's disease; Random forest; Support vector machine; Support vector machines; Syndrome; Volumetric analysis; Germany; Deep neural network; Multi-syndrome classification; Neurodegenerative syndromes; Random forest; Support vector machine; Comparative analysis; Gradient boosting