Identifying women with postdelivery posttraumatic stress disorder using natural language processing of personal childbirth narratives
BACKGROUND Maternal mental disorders are considered a leading complication of
childbirth and a common contributor to maternal death. In addition to undermining maternal …
childbirth and a common contributor to maternal death. In addition to undermining maternal …
Narrative identity informs psychological adjustment: Considering three themes captured across five time points and two event valences
Objectives How narrative identity and well‐being are intertwined as emerging adults
process their lived experiences remains a critical theoretical and empirical question. We …
process their lived experiences remains a critical theoretical and empirical question. We …
AI and narrative embeddings detect PTSD following childbirth via birth stories
Free-text analysis using machine learning (ML)-based natural language processing (NLP)
shows promise for diagnosing psychiatric conditions. Chat Generative Pre-trained …
shows promise for diagnosing psychiatric conditions. Chat Generative Pre-trained …
[PDF][PDF] ChatGPT demonstrates potential for identifying psychiatric disorders: application to childbirth-related post-traumatic stress disorder
Free-text analysis using Machine Learning (ML)-based Natural Language Processing (NLP)
shows promise for diagnosing psychiatric conditions. Chat Generative Pre-trained …
shows promise for diagnosing psychiatric conditions. Chat Generative Pre-trained …
Implications of language use in posttraumatic nightmares on psychological symptoms.
CB Paquet, CM Cogan, JL Davis - Psychological trauma: theory …, 2024 - psycnet.apa.org
Objective: The current study sought to understand how language use in posttrauma
nightmare (PTNM) reports may be related to psychological symptoms over the course of …
nightmare (PTNM) reports may be related to psychological symptoms over the course of …
Identity narrative and its role in biological survival: Implications for child and adolescent psychotherapy
A Novac, MC Tuttle, BJ Blinder - Journal of Infant, Child, and …, 2019 - Taylor & Francis
In this article, we propose the term identity narrative (IdN) to define an implicit emotional and
cognitive framework that serves as an unconscious scaffolding for the gradual development …
cognitive framework that serves as an unconscious scaffolding for the gradual development …
[HTML][HTML] OpenAI's Narrative Embeddings Can Be Used for Detecting Post-Traumatic Stress Following Childbirth Via Birth Stories
Free-text analysis using Machine Learning (ML)-based Natural Language Processing (NLP)
shows promise for diagnosing psychiatric conditions. Chat Generative Pre-trained …
shows promise for diagnosing psychiatric conditions. Chat Generative Pre-trained …
Understanding the relationship between narrative identity, transdiagnostic factors and psychological functioning in a young adult community sample
Determining how narrative identity relates to psychological functioning is important for
understanding how psychopathology develops and is maintained. The present study …
understanding how psychopathology develops and is maintained. The present study …
Context-and subgroup-specific language changes in individuals who develop PTSD after trauma
G Todorov, K Mayilvahanan, C Cain… - Frontiers in …, 2020 - frontiersin.org
Post-traumatic stress disorder (PTSD) is a very common condition with more than 3 million
new cases per year in the US alone. The right diagnosis in a timely manner is key to …
new cases per year in the US alone. The right diagnosis in a timely manner is key to …
Implications of cognitive‐oriented language within posttrauma nightmare narratives
C Meador, CB Paquet, CM Cogan… - Applied Cognitive …, 2022 - Wiley Online Library
While rescription‐based therapies are effective treatments for chronic post‐trauma
nightmares, mechanisms of change have not yet been defined. We examined the …
nightmares, mechanisms of change have not yet been defined. We examined the …