Machine Learning and Non-Affective Psychosis: Identification, Differential Diagnosis, and Treatment

Kambeitz SV(2020)Development of an Al-based web diagnostic system for phenotyping psychiatric disorders Front Psychiatry 11 26094-77

Kalmady LA(2020)Generalizability of machine learning for classification of schizophrenia based on resting-state functional MRI data Hum Brain Mapp 41 456-2607

Antonucci Y-W(2020)Treatment response prediction and individualized identification of first-episode drug-naive schizophrenia using brain functional connectivity Mol Psychiatry 25 19-137

Chang X-L(2020)Stable biomarker identification for predicting schizophrenia in the human connectome Neuroimage Clin 27 1037-undefined

Cai B(2021)Multisite schizophrenia classification by integrating structural magnetic resonance imaging data with polygenic risk score Neuroimage Clin 32 59-undefined

Cao L(2019)Low-rank network signatures in the triple network separate schizophrenia and major depressive disorder Neuroimage Clin 22 675-undefined

Gutierrez-Gomez K(2018)Multi-site diagnostic classification of schizophrenia using discriminant deep learning with functional connectivity MRI EBioMedicine 30 20-undefined

Hu W(2017)Multimodal discrimination of schizophrenia using hybrid weighted feature concatenation of brain functional connectivity and anatomical features with an extreme learning machine Front Neuroinform 11 27S-undefined

Han LL(2019)Machine learning technique reveals intrinsic characteristics of schizophrenia: an alternative method Brain Imaging Behav 13 69-undefined

Zeng MNI(2019)Resting-state anticorrelated networks in schizophrenia Psychiatry Res Neuroimaging 284 2598-undefined

Kambeitz SV(2020)Development of an Al-based web diagnostic system for phenotyping psychiatric disorders Front Psychiatry 11 26094-77

Kalmady LA(2020)Generalizability of machine learning for classification of schizophrenia based on resting-state functional MRI data Hum Brain Mapp 41 456-2607

Antonucci Y-W(2020)Treatment response prediction and individualized identification of first-episode drug-naive schizophrenia using brain functional connectivity Mol Psychiatry 25 19-137

Chang X-L(2020)Stable biomarker identification for predicting schizophrenia in the human connectome Neuroimage Clin 27 1037-undefined

Cai B(2021)Multisite schizophrenia classification by integrating structural magnetic resonance imaging data with polygenic risk score Neuroimage Clin 32 59-undefined

Cao L(2019)Low-rank network signatures in the triple network separate schizophrenia and major depressive disorder Neuroimage Clin 22 675-undefined

Gutierrez-Gomez K(2018)Multi-site diagnostic classification of schizophrenia using discriminant deep learning with functional connectivity MRI EBioMedicine 30 20-undefined

Hu W(2017)Multimodal discrimination of schizophrenia using hybrid weighted feature concatenation of brain functional connectivity and anatomical features with an extreme learning machine Front Neuroinform 11 27S-undefined

Han LL(2019)Machine learning technique reveals intrinsic characteristics of schizophrenia: an alternative method Brain Imaging Behav 13 69-undefined

Zeng MNI(2019)Resting-state anticorrelated networks in schizophrenia Psychiatry Res Neuroimaging 284 2598-undefined