Advanced EEG-based learning approaches to predict schizophrenia: Promises and pitfalls

C Barros, CA Silva, AP Pinheiro - Artificial intelligence in medicine, 2021 - Elsevier
The complexity and heterogeneity of schizophrenia symptoms challenge an objective
diagnosis, which is typically based on behavioral and clinical manifestations. Moreover, the …

Current understanding of bipolar disorder: Toward integration of biological basis and treatment strategies

T Kato - Psychiatry and clinical neurosciences, 2019 - Wiley Online Library
Biological studies of bipolar disorder initially focused on the mechanism of action for
antidepressants and antipsychotic drugs, and the roles of monoamines (eg, serotonin …

Etiologic, phenomenologic, and endophenotypic overlap of schizophrenia and bipolar disorder

GD Pearlson - Annual review of clinical psychology, 2015 - annualreviews.org
This review examines the history of psychiatric nosology, with particular reference to the
nineteenth-century origins of the concepts of manic-depressive illness and schizophrenia as …

Brain structural abnormalities at the onset of schizophrenia and bipolar disorder: a meta-analysis of controlled magnetic resonance imaging studies

L De Peri, A Crescini, G Deste… - Current …, 2012 - ingentaconnect.com
A number of structural brain imaging studies and meta-analytic reviews have shown that
multiple subtle brain abnormalities are consistently found in schizophrenia and bipolar …

Association between P300 responses to auditory oddball stimuli and clinical outcomes in the psychosis risk syndrome

HK Hamilton, BJ Roach, PM Bachman, A Belger… - JAMA …, 2019 - jamanetwork.com
Importance In most patients, a prodromal period precedes the onset of schizophrenia.
Although clinical criteria for identifying the psychosis risk syndrome (PRS) show promising …

Schizophrenia detection and classification by advanced analysis of EEG recordings using a single electrode approach

Z Dvey-Aharon, N Fogelson, A Peled, N Intrator - PloS one, 2015 - journals.plos.org
Electroencephalographic (EEG) analysis has emerged as a powerful tool for brain state
interpretation and diagnosis, but not for the diagnosis of mental disorders; this may be …

Aligning strategies for using EEG as a surrogate biomarker: a review of preclinical and clinical research

SC Leiser, J Dunlop, MR Bowlby… - Biochemical pharmacology, 2011 - Elsevier
Electroencephalography (EEG) and related methodologies offer the promise of predicting
the likelihood that novel therapies and compounds will exhibit clinical efficacy early in …

Research review: Use of EEG biomarkers in child psychiatry research–current state and future directions

SK Loo, A Lenartowicz, S Makeig - Journal of Child Psychology …, 2016 - Wiley Online Library
Background Electroencephalography (EEG) and related measures have a long and
productive history in child psychopathology research and are currently experiencing a …

Auditory and visual oddball stimulus processing deficits in schizophrenia and the psychosis risk syndrome: forecasting psychosis risk with P300

HK Hamilton, SW Woods, BJ Roach… - Schizophrenia …, 2019 - academic.oup.com
Identification of neurophysiological abnormalities associated with schizophrenia that
predate and predict psychosis onset may improve clinical prediction in the psychosis risk …

A meta-analytic review of auditory event-related potential components as endophenotypes for schizophrenia: perspectives from first-degree relatives

HA Earls, T Curran, V Mittal - Schizophrenia Bulletin, 2016 - academic.oup.com
Introduction: As endophenotypes bridge the gap between genetics and phenotypic disease
expression, identifying reliable markers is important for fostering understanding of …