Characterizing the dynamics, reactivity and controllability of moods in depression with a Kalman filter
Mood dynamics are richly and profoundly altered in depressed states. The humble Kalman filter is a well-established, rich framework to characterise mood dynamics. Its application to EMA data is valid; straightforward; and likely to result in substantial novel insights both into mechanisms and treatments.
Authors
- Ruud van Winkel (ORCID: https://orcid.org/0000-0001-6262-1935)
- Bart P. F. Rutten (ORCID: https://orcid.org/0000-0002-9834-6346)
- Nele Jacobs (ORCID: https://orcid.org/0000-0003-4021-4014)
- Marc D. Binder (ORCID: https://orcid.org/0000-0003-4255-5920)
- Quentin J. M. Huys (ORCID: https://orcid.org/0000-0002-8999-574X)
- Philippe Delespaul (ORCID: https://orcid.org/0000-0001-7420-0898)
- Jolanda Malamud (ORCID: https://orcid.org/0000-0003-2066-3373)
- Sinan Gülöksüz (ORCID: https://orcid.org/0000-0002-6626-1874)
- Cathérine Derom (ORCID: https://orcid.org/0000-0001-5574-796X)
- Evert Thiery
Institutions
- University of Antwerp (BE)
- Maastricht University Medical Centre (NL)
- Ghent University Hospital (BE)
- Yale University (US)
- National Hospital for Neurology and Neurosurgery (GB)
- VIB-KU Leuven Center for Brain & Disease Research (BE)
- University Psychiatric Hospital (SI)
- University College London (GB)
- Open University of the Netherlands (NL)
- KU Leuven (BE)
Publication Details
- Journal
- PLoS Computational Biology
- Published
- 2024-09-23
- DOI
- https://doi.org/10.1371/journal.pcbi.1012457
- Citations
- 3
- Primary Topic
- Mental Health Research Topics
- Type
- article
- Field-Weighted Citation Impact
- 1.52
Funders
- Wellcome
- Wellcome Trust
- International Max Planck Research School for Environmental, Cellular and Molecular Microbiology
- National Institute for Health and Care Research
- Max-Planck-Gesellschaft
- University College London Hospitals NHS Foundation Trust
- International Max Planck Research School for Advanced Methods in Process and Systems Engineering
- UCLH Biomedical Research Centre