Machine learning in mental health: a scoping review of methods and applications

ABR Shatte, DM Hutchinson, SJ Teague - Psychological medicine, 2019 - cambridge.org
BackgroundThis paper aims to synthesise the literature on machine learning (ML) and big
data applications for mental health, highlighting current research and applications in …

Microglia and brain plasticity in acute psychosis and schizophrenia illness course: a meta-review

LJ De Picker, M Morrens, SA Chance… - Frontiers in psychiatry, 2017 - frontiersin.org
Objective Schizophrenia poses a tremendous health, social, and economic burden upon
patients and society, indicating current treatment options remain inadequate. Recent …

Recent advances in the genetics of schizophrenia

D Avramopoulos - Complex Psychiatry, 2018 - karger.com
The last decade brought tremendous progress in the field of schizophrenia genetics. As a
result of extensive collaborations and multiple technological advances, we now recognize …

Roles of inflammation in intrinsic pathophysiology and antipsychotic drug-induced metabolic disturbances of schizophrenia

TR Prestwood, R Asgariroozbehani, S Wu… - Behavioural brain …, 2021 - Elsevier
Schizophrenia is a debilitating psychiatric illness that remains poorly understood. While the
bulk of symptomatology has classically been associated with disrupted brain functioning …

The association between schizophrenia and the immune system: Review of the evidence from unbiased 'omic-studies'

HC van Mierlo, A Schot, MPM Boks, LD de Witte - Schizophrenia research, 2020 - Elsevier
A role for immune processes in the pathogenesis of schizophrenia has been suggested by
genetic and epidemiological studies, as well as cross-sectional studies on blood and brain …

Genetic and epigenetic fine mapping of complex trait associated loci in the human liver

M Çalışkan, E Manduchi, HS Rao, JA Segert… - The American Journal of …, 2019 - cell.com
Deciphering the impact of genetic variation on gene regulation is fundamental to
understanding common, complex human diseases. Although histone modifications are …

Identification of key genes and pathways for Alzheimer's disease via combined analysis of genome-wide expression profiling in the hippocampus

M Wu, K Fang, W Wang, W Lin, L Guo, J Wang - Biophysics Reports, 2019 - Springer
In this study, combined analysis of expression profiling in the hippocampus of 76 patients
with Alzheimer's disease (AD) and 40 healthy controls was performed. The effects of …

Whole blood transcriptome analysis in bipolar disorder reveals strong lithium effect

CE Krebs, APS Ori, A Vreeker, T Wu… - Psychological …, 2020 - cambridge.org
BackgroundBipolar disorder (BD) is a highly heritable mood disorder with complex genetic
architecture and poorly understood etiology. Previous transcriptomic BD studies have had …

Infections, inflammation, and psychiatric illness: review of postmortem evidence

MJ Webster - Microorganisms and Mental Health, 2022 - Springer
While there is an abundance of epidemiological evidence implicating infectious agents in
the etiology of severe mental illnesses, postmortem studies have not yet detected an …

C4A mRNA expression in PBMCs predicts the presence and severity of delusions in schizophrenia and bipolar disorder with psychosis

JK Melbourne, C Rosen, B Feiner, RP Sharma - Schizophrenia research, 2018 - Elsevier
Altered immune function is an established finding in psychotic disorders such as
schizophrenia and bipolar disorder with psychosis, though its role in their development and …