An optimized ensemble search approach for classification of higher-level gait disorder using brain magnetic resonance images - Mogensen, Klara; Guarrasi, Valerio; Larsson, Jenny; Hansson, William; Wåhlin, Anders; Koskinen, Lars-Owe; Malm, Jan; Eklund, Anders; Soda, Paolo; Qvarlander, Sara (Computers in biology and medicine, 2025)
Keywords: Aged; Algorithms; Artificial intelligence; Artificial neural networks; Brain; Brain - diagnostic imaging; Classification; CNN; Convolutional neural networks; Cost function; Deep Learning; Ensemble learning; Female; Functional anatomy; Gait; Gait disorder; Gait Disorders, Neurologic - classification; Gait Disorders, Neurologic - diagnostic imaging; Gait Disorders, Neurologic - physiopathology; Humans; Image Interpretation, Computer-Assisted - methods; Internal Medicine; Machine learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Medical imaging; Middle Aged; Morphology; MRI; Nervous system; Neural networks; Neural Networks, Computer; Neurological disorders; Normal pressure hydrocephalus; Optimization; Other; Search algorithms; Structure-function relationships; Gait disorder; CNN; Medical imaging; MRI; Normal pressure hydrocephalus; Ensemble learning; Convolutional neural networks; Artificial intelligence; Neurological disorders; Optimization