Computational models of brain in cognitive function and mental disorder

Rubin Wang, Xu Lei, Jianzhong Su, Vito Di Maio, Hans Albert Braun

Frontiers Media SA

Health Psychiatry Computational Psychiatry

Keywords: Large-scale neuroscience theory,­Mechanisms and models of the nervous system interacts at various levels,­Global neural coding,­Cognitive disorder,­mental disorder,­Brain-like intelligence models and algorithms,­sleep disorder

Clinical Application of Machine Learning Methods in Psychiatric Disorders

Xiaozheng Liu, Zhi Xu, Weikai Li, Zhen Zhou

Frontiers Media SA

Health Psychiatry Computational Psychiatry

Keywords: machine learning,­psychiatric disorders,­Neuroimaging,­prediction,­intervention

The Development of Biomarkers in Psychiatry

Takashi Nakano, Takahiro A. Kato, Masahiro Takamura, Shin-ichi Kano

Frontiers Media SA

Health Psychiatry Molecular Psychiatry

Keywords: biomarkers,­omics,­protein,­machine-learning,­diagnosis,­Treatment

Artificial Intelligence in Geriatric Mental Health Research and Clinical Care

Ellen E. Lee, Andrea Iaboni, Helmet Karim, Ipsit Vahia

Frontiers Media SA

Health Psychiatry Aging Psychiatry

Keywords: artificial intelligence,­geriatric mental health,­diagnosis,­prognosis,­Treatment

Biotyping in Psychiatry

Tae Young Lee, Hang Joon Jo, Shinsuke Koike, Andrea Raballo

Frontiers Media SA

Health Psychiatry Neuroimaging

Keywords: biotyping,­biotypes,­biomarker,­Transdiagnostic,­Neuroimaging,­Schizophrenia,­Psychotic Disorders,­Obsessive-compulsive disorders,­social phobia,­High-risk psychosis,­At-risk mental states,­RDoC,­heterogeneity

Recent Advances on the Multimodal Search for Markers of Treatment Response in Affective Disorders: From Bench to Bedside?

Frank M Schmidt, Christian Sander, Martin Walter

Frontiers Media SA

Health Psychiatry Mood Disorders

Keywords: Depression,­Bipolar Disorder,­Editorial,­Neuroinflammation,­Therapy prediction