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Collaborations and top research areas from the last five years
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Machine-learning detection of stress severity expressed on a continuous scale using acoustic, verbal, visual, and physiological data: lessons learned
Ciharova, M., Amarti, K., van Breda, W., Gevonden, M. J., Ghassemi, S., Kleiboer, A., Vinkers, C. H., Sep, M. S. C., Trofimova, S., Cooper, A. C., Peng, X., Schulte, M., Karyotaki, E., Cuijpers, P. & Riper, H., 13 Jun 2025, In: Frontiers in Psychiatry. 16, 1548287.Research output: Contribution to Journal › Article › Academic › peer-review
Open Access -
Personalizing mHealth Apps with Offline Reinforcement Learning: A Case Study on Mental Health App Adherence
van der Linden, R., Amarti, K., Ciharova, M., Kleiboer, A., Riper, H., Lisowska, A. & Hoogendoorn, M., 2025, Artificial Intelligence in Medicine: 23rd International Conference, AIME 2025, Pavia, Italy, June 23–26, 2025, Proceedings, Part II. Bellazzi, R., Juarez Herrero, J. M., Sacchi, L. & Zupan, B. (eds.). Springer Nature, Vol. 2. p. 416-421 6 p. (Lecture Notes in Computer Science; vol. 15735 LNAI)(AIME: International Conference on Artificial Intelligence in Medicine; vol. 2025).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile8 Downloads (Pure) -
Use of Machine Learning Algorithms Based on Text, Audio, and Video Data in the Prediction of Anxiety and Posttraumatic Stress in General and Clinical Populations: A Systematic Review
Ciharova, M., Amarti, K., van Breda, W., Peng, X., Lorente Catala, R., Funk, B., Hoogendoorn, M., Koutsouleris, N., Fusar-Poli, P., Karyotaki, E., Cuijpers, P. & Riper, H. M., 1 Oct 2024, In: Biological Psychiatry. 96, 7, p. 519-531 13 p.Research output: Contribution to Journal › Review article › Academic › peer-review
Open Access -
Feasibility of Digital Cognitive Behavioral Therapy for Depressed Older Adults With the Moodbuster Platform: Protocol for 2 Pilot Feasibility Studies
Amarti, K., Schulte, M. H. J., Kleiboer, A., Van Genugten, C. R., Oudega, M., Sonnenberg, C., Gonçalves, G. C., Rocha, A. & Riper, H., Oct 2022, In: JMIR Research Protocols. 11, 10, 13 p., e41445.Research output: Contribution to Journal › Article › Academic › peer-review
Open Access -
E-mental health implementation in inpatient care: Exploring its potential and future challenges
Van Assche, E., Bonroy, B., Mertens, M., Van den Broeck, L., Desie, K., Bolinski, F., Amarti, K., Kleiboer, A., Riper, H. & Van Daele, T., 2022, In: Frontiers in Digital Health. Digital Mental Health. 4, p. 1-9 9 p., 1027864.Research output: Contribution to Journal › Article › Academic › peer-review
Open Access
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Projects
- 1 Finished
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e-Mental Health Innovation and Transnational Implementational Platform NW-Europe
Boumparis, N. (Project Researcher), Kleiboer, A. (Project Researcher), Sijbrandij, M. (Project Researcher), Asselbergs, J. (Project Researcher), Ruwaard, J. (Project Researcher), Cuijpers, P. (Project Researcher), Riper, H. (Principal Investigator), Vis, C. (Project Researcher), Kolovos, S. (Project Researcher), Romijn, G. (Project Researcher), Provoost, S. (Project Researcher), Bolinski, F. (Project Researcher) & Amarti, K. (Project Researcher)
1/06/16 → 1/06/20
Project: Research