Narrative identity in the psychosis spectrum: a systematic review and developmental model

HR Cowan, VA Mittal, DP McAdams - Clinical psychology review, 2021 - Elsevier
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 …

A survey of computational methods for online mental state assessment on social media

EA Ríssola, DE Losada, F Crestani - ACM Transactions on Computing …, 2021 - dl.acm.org
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 …

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 …

Schizophrenia detection using machine learning approach from social media content

YJ Bae, M Shim, WH Lee - Sensors, 2021 - mdpi.com
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 …

[HTML][HTML] A collaborative approach to identifying social media markers of schizophrenia by employing machine learning and clinical appraisals

ML Birnbaum, SK Ernala, AF Rizvi… - Journal of medical …, 2017 - jmir.org
Background: Linguistic analysis of publicly available Twitter feeds have achieved success in
differentiating individuals who self-disclose online as having schizophrenia from healthy …

Mental distress and language use: Linguistic analysis of discussion forum posts

M Lyons, ND Aksayli, G Brewer - Computers in Human Behavior, 2018 - Elsevier
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 …

Detecting relapse in youth with psychotic disorders utilizing patient-generated and patient-contributed digital data from facebook

ML Birnbaum, SK Ernala, AF Rizvi, E Arenare… - NPJ …, 2019 - nature.com
Although most patients who experience a first-episode of psychosis achieve remission of
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

R Martínez-Castaño, JC Pichel, DE Losada - International journal of …, 2020 - mdpi.com
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 …

Identifying signals associated with psychiatric illness utilizing language and images posted to Facebook

ML Birnbaum, R Norel, A Van Meter, AF Ali… - npj …, 2020 - nature.com
Prior research has identified associations between social media activity and psychiatric
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 …