AIMC Topic: Schizophrenic Psychology
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Is there a symptomatic distinction between the affective psychoses and schizophrenia? A machine learning approach.
Schizophrenia research
Jul 24, 2018
Dubiety exists over whether clinical symptoms of schizophrenia can be distinguished from affective psychosis, the assumption being that absence of a "point of rarity" indicates lack of nosological distinction, based on prior group-level analyses. Adv...
Towards a new classification of stable phase schizophrenia into major and simple neuro-cognitive psychosis: Results of unsupervised machine learning analysis.
Journal of evaluation in clinical practice
May 23, 2018
RATIONALE: Deficit schizophrenia, as defined by the Schedule for Deficit Syndrome, may represent a distinct diagnostic class defined by neurocognitive impairments coupled with changes in IgA/IgM responses to tryptophan catabolites (TRYCATs). Adequate...
Humans
Cytokines
Female
Psychiatric Status Rating Scales
Inflammation
Unsupervised Machine Learning
Patient Acuity
Schizophrenia
Adult
Male
Middle Aged
Quality of Life
Cognitive Reserve
Neurocognitive Disorders
Neuroimmunomodulation
Psychotic Disorders
Tryptophan
Schizophrenic Psychology
Behavioral Symptoms
Influence of facial feedback during a cooperative human-robot task in schizophrenia.
Scientific reports
Nov 3, 2017
Rapid progress in the area of humanoid robots offers tremendous possibilities for investigating and improving social competences in people with social deficits, but remains yet unexplored in schizophrenia. In this study, we examined the influence of ...
A state-independent network of depressive, negative and positive symptoms in male patients with schizophrenia spectrum disorders.
Schizophrenia research
Aug 23, 2017
Depressive symptoms occur frequently in patients with schizophrenia. Several factor analytical studies investigated the associations between positive, negative and depressive symptoms and reported difficulties differentiating between these symptom do...
Using short-range and long-range functional connectivity to identify schizophrenia with a family-based case-control design.
Psychiatry research. Neuroimaging
Apr 24, 2017
Abnormal short-range and long-range functional connectivities (FCs) have been implicated in the neurophysiology of schizophrenia. This study was conducted to examine the potential of short-range and long-range FCs for differentiating the patients fro...
Prediction of psychosis using neural oscillations and machine learning in neuroleptic-naïve at-risk patients.
The world journal of biological psychiatry : the official journal of the World Federation of Societies of Biological Psychiatry
Oct 9, 2015
OBJECTIVES: This study investigates whether abnormal neural oscillations, which have been shown to precede the onset of frank psychosis, could be used towards the individualised prediction of psychosis in clinical high-risk patients.
Discrimination of schizophrenia auditory hallucinators by machine learning of resting-state functional MRI.
International journal of neural systems
Jan 19, 2015
Auditory hallucinations (AH) are a symptom that is most often associated with schizophrenia, but patients with other neuropsychiatric conditions, and even a small percentage of healthy individuals, may also experience AH. Elucidating the neural mecha...
Translating Natural Language Processing into Mainstream Schizophrenia Assessment.
Schizophrenia bulletin
Sep 1, 2022
Identification and evaluation of cognitive deficits in schizophrenia using "Machine learning".
Psychiatria Danubina
Sep 1, 2019
BACKGROUND: Schizophrenia can be interpreted as a pathology involving the neocortex whose cognitive dysfunctions represent a central and persistent characteristic of the disease, as well as one of the more important symptoms in relation to the impair...
A clinical perspective on the relevance of research domain criteria in electronic health records.
The American journal of psychiatry
Apr 1, 2015
OBJECTIVE: The limitations of the DSM nosology for capturing dimensionality and overlap in psychiatric syndromes, and its poor correspondence to underlying neurobiology, have been well established. The Research Domain Criteria (RDoC), a proposed dime...
Patient Readmission
Information Storage and Retrieval
Models, Psychological
Female
Schizophrenic Psychology
Reproducibility of Results
Risk Factors
Hospitalization
Humans
Mental Disorders
Electronic Health Records
Length of Stay
Adult
Natural Language Processing
Cohort Studies
Male
Schizophrenia
Middle Aged
Psychotic Disorders
Depressive Disorder, Major
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