Algorithmic Classification of Psychiatric Disorder–Related Spontaneous Communication Using Large Language Model Embeddings: Algorithm Development and Validation

Language, which is a crucial element of human communication, is influenced by the complex interplay between thoughts, emotions, and experiences. Psychiatric disorders have an impact on cognitive and emotional processes, which in turn affect the content and way individuals with these disorders commun...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	JMIR AI Ročník 4; s. e67369
Hlavní autoři:	Shewcraft, Ryan Allen, Schwarz, John, Micsinai Balan, Mariann
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Canada JMIR Publications 30.05.2025
Témata:	Computer-Aided Diagnosis Diagnostic Tools in Mental Health Digital Mental Health Interventions, e-Mental Health and Cyberpsychology Foundation Models and Their Applications in AI Generative Language Models Including ChatGPT New Methods Original Paper ADHD spontaneous communication attention-deficit/hyperactivity disorder language schizophrenia LLM monitoring posttraumatic stress disorder PTSD anxiety assessment bipolar disorder emotion speech BPD borderline personality disorder large language models depression communication social media algorithm psychiatric disorders
ISSN:	2817-1705, 2817-1705
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!