Machine learning in mental health: a scoping review of methods and applications
BackgroundThis paper aims to synthesise the literature on machine learning (ML) and big
data applications for mental health, highlighting current research and applications in …
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
Objective Schizophrenia poses a tremendous health, social, and economic burden upon
patients and society, indicating current treatment options remain inadequate. Recent …
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 …
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 …
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 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 …
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 …
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
BackgroundBipolar disorder (BD) is a highly heritable mood disorder with complex genetic
architecture and poorly understood etiology. Previous transcriptomic BD studies have had …
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 …
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
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 …
schizophrenia and bipolar disorder with psychosis, though its role in their development and …