Narrative identity in the psychosis spectrum: a systematic review and developmental model
Individuals with schizophrenia-spectrum disorders face profound challenges as they attempt
to maintain identity through the course of illness. Narrative identity—the study of internalized …
to maintain identity through the course of illness. Narrative identity—the study of internalized …
A survey of computational methods for online mental state assessment on social media
Mental state assessment by analysing user-generated content is a field that has recently
attracted considerable attention. Today, many people are increasingly utilising online social …
attracted considerable attention. Today, many people are increasingly utilising online social …
Applications of speech analysis in psychiatry
K Dikaios, S Rempel, SH Dumpala… - Harvard Review of …, 2023 - journals.lww.com
The need for objective measurement in psychiatry has stimulated interest in alternative
indicators of the presence and severity of illness. Speech may offer a source of information …
indicators of the presence and severity of illness. Speech may offer a source of information …
Schizophrenia detection using machine learning approach from social media content
Schizophrenia is a severe mental disorder that ranks among the leading causes of disability
worldwide. However, many cases of schizophrenia remain untreated due to failure to …
worldwide. However, many cases of schizophrenia remain untreated due to failure to …
[HTML][HTML] A collaborative approach to identifying social media markers of schizophrenia by employing machine learning and clinical appraisals
Background: Linguistic analysis of publicly available Twitter feeds have achieved success in
differentiating individuals who self-disclose online as having schizophrenia from healthy …
differentiating individuals who self-disclose online as having schizophrenia from healthy …
Mental distress and language use: Linguistic analysis of discussion forum posts
Online peer support groups have become a popular arena for interacting with others who
experience similar types of distress. Previous studies have identified distinctive linguistic …
experience similar types of distress. Previous studies have identified distinctive linguistic …
Detecting relapse in youth with psychotic disorders utilizing patient-generated and patient-contributed digital data from facebook
Although most patients who experience a first-episode of psychosis achieve remission of
positive psychotic symptoms, relapse is common. Existing relapse evaluation strategies are …
positive psychotic symptoms, relapse is common. Existing relapse evaluation strategies are …
A big data platform for real time analysis of signs of depression in social media
In this paper we propose a scalable platform for real-time processing of Social Media data.
The platform ingests huge amounts of contents, such as Social Media posts or comments …
The platform ingests huge amounts of contents, such as Social Media posts or comments …
Identifying signals associated with psychiatric illness utilizing language and images posted to Facebook
Prior research has identified associations between social media activity and psychiatric
diagnoses; however, diagnoses are rarely clinically confirmed. Toward the goal of applying …
diagnoses; however, diagnoses are rarely clinically confirmed. Toward the goal of applying …
Measuring disorganized speech in schizophrenia: automated analysis explains variance in cognitive deficits beyond clinician-rated scales
KS Minor, JA Willits, MP Marggraf, MN Jones… - Psychological …, 2019 - cambridge.org
BackgroundConveying information cohesively is an essential element of communication that
is disrupted in schizophrenia. These disruptions are typically expressed through …
is disrupted in schizophrenia. These disruptions are typically expressed through …