A novel multi-class classification model for schizophrenia, bipolar disorder and healthy controls using comprehensive transcriptomic data - Yang, Qingxia; Li, Yi; Li, Bo; Gong, Yaguo (Computers in biology and medicine, 2022)
Keywords: Bipolar disorder; Classification; Datasets; Diagnosis; Discriminant analysis; Disease; Disorders; Etiology; Feature selection; Gene expression; Gene signature; Genes; Genomics; Health care; Independent study; Internal Medicine; Mental disorders; Methods; Model accuracy; Multi-class classification; Other; Partial least squares discriminant analysis; Protein interaction; Proteins; Psychiatry; Public health; Schizophrenia; Signs and symptoms; Support vector machines; Transcriptomics; Variables; Multi-class classification; Schizophrenia; Bipolar disorder; Gene signature; Partial least squares discriminant analysis