Editorial: Women in psychiatry 2024: computational psychiatry [PDF]
Frontiers in PsychiatryChen Zhang +3 more
doaj +6 more sources
Understanding mental health through computers: An introduction to computational psychiatry [PDF]
Frontiers in Psychiatry, 2023 Computational psychiatry recently established itself as a new tool in the study of mental disorders and problems. Integration of different levels of analysis is creating computational phenotypes with clinical and research values, and constructing a way ...
Juan Camilo Castro Martínez +3 more
doaj +4 more sources
Computational Psychiatry for Computers [PDF]
iScience, 2020 Summary: Computational psychiatry is a nascent field that attempts to use multi-level analyses of the underlying computational problems that we face in navigating a complex, uncertain and changing world to illuminate mental dysfunction and disease.
Eric Schulz, Peter Dayan
doaj +6 more sources
Integrating Evolutionary, Cultural, and Computational Psychiatry: A Multilevel Systemic Approach [PDF]
Frontiers in Psychiatry, 2022 This paper proposes an integrative perspective on evolutionary, cultural and computational approaches to psychiatry. These three approaches attempt to frame mental disorders as multiscale entities and offer modes of explanations and modeling strategies ...
Axel Constant +4 more
doaj +4 more sources
Active inference, morphogenesis, and computational psychiatry [PDF]
Frontiers in Computational Neuroscience, 2022 Active inference is a leading theory in neuroscience that provides a simple and neuro-biologically plausible account of how action and perception are coupled in producing (Bayes) optimal behavior; and has been recently used to explain a variety of ...
Léo Pio-Lopez +5 more
doaj +4 more sources
Invasive Computational Psychiatry [PDF]
Biological Psychiatry, 2023 Computational psychiatry, a relatively new yet prolific field that aims to understand psychiatric disorders with formal theories about the brain, has seen tremendous growth in the past decade. Despite initial excitement, actual progress made by computational psychiatry seems stagnant.
Xiaosi Gu, Ignacio Sáez
exaly +4 more sources
TAPAS: An Open-Source Software Package for Translational Neuromodeling and Computational Psychiatry [PDF]
Frontiers in Psychiatry, 2021 Psychiatry faces fundamental challenges with regard to mechanistically guided differential diagnosis, as well as prediction of clinical trajectories and treatment response of individual patients.
Stefan Frässle +30 more
doaj +4 more sources
Editorial: Women in psychiatry 2022: computational psychiatry [PDF]
Frontiers in Psychiatry, 2023 Laura K. M. Han +7 more
doaj +5 more sources
Current status, challenges and future prospects in computational psychiatry: a narrative review [PDF]
Consortium Psychiatricum, 2023 BACKGROUND: Computational psychiatry is an area of scientific knowledge which lies at the intersection of neuroscience, psychiatry, and computer science.
Kirill F. Vasilchenko, Egor M. Chumakov
doaj +2 more sources
Computational Nosology and Precision Psychiatry [PDF]
Computational Psychiatry, 2017 This article provides an illustrative treatment of psychiatric morbidity that offers an alternative to the standard nosological model in psychiatry. It considers what would happen if we treated diagnostic categories not as causes of signs and symptoms ...
Karl J. Friston +2 more
doaj +7 more sources