Ethological computational psychiatry: Challenges and opportunities.
Curr Opin Neurobiol
; 86: 102881, 2024 Jun.
Article
em En
| MEDLINE
| ID: mdl-38696972
ABSTRACT
Studying the intricacies of individual subjects' moods and cognitive processing over extended periods of time presents a formidable challenge in medicine. While much of systems neuroscience appropriately focuses on the link between neural circuit functions and well-constrained behaviors over short timescales (e.g., trials, hours), many mental health conditions involve complex interactions of mood and cognition that are non-stationary across behavioral contexts and evolve over extended timescales. Here, we discuss opportunities, challenges, and possible future directions in computational psychiatry to quantify non-stationary continuously monitored behaviors. We suggest that this exploratory effort may contribute to a more precision-based approach to treating mental disorders and facilitate a more robust reverse translation across animal species. We conclude with ethical considerations for any field that aims to bridge artificial intelligence and patient monitoring.
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Assunto principal:
Psiquiatria
Limite:
Animals
/
Humans
Idioma:
En
Revista:
Curr Opin Neurobiol
Ano de publicação:
2024
Tipo de documento:
Article