Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis - Salvador, Raymond; Radua, Joaquim; Canales-Rodríguez, Erick J.; Solanes, Aleix; Sarró, Salvador; Goikolea, José M.; Valiente, Alicia; Monté, Gemma C.; Natividad, María del Carmen; Guerrero-Pedraza, Amalia; Moro, Noemí; Fernández-Corcuera, Paloma; et al. (PloS one, 2017)
Keywords: Adolescent; Adult; Aged; Algorithms; Alzheimer's disease; Alzheimers disease; Artificial intelligence; Biology and Life Sciences; Bipolar disorder; Brain research; Central nervous system; Classification; Classifiers; Computer and Information Sciences; Cortex; Data reduction; Datasets; Diagnostic systems; Discriminant analysis; Esquizofrènia; Female; Gaussian process; Generalized linear models; Humans; Image processing; Learning algorithms; Machine Learning; Magnetic resonance; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Medical diagnosis; Medical research; Medicine and Health Sciences; Mental disorders; Middle Aged; Morphometry; Neurosciences; NMR; Nuclear magnetic resonance; Patients; Physical Sciences; Prediction models; Psychiatry; Psychosis; Psychotic Disorders - diagnostic imaging; Regression analysis; Research and Analysis Methods; Schizophrenia; Sistema nerviós central; Statistical methods; Substantia alba; Substantia grisea; Systematic review; Wavelet transforms; Young Adult; Spain