Personal profile
Research Interests
Pepijn's interests revolve around the support of (mental) health interventions using machine learning and mobile ICT. He is particularly interested in tools for intelligent care provider support. Another area of interest is the assessment of user context and behaviour such as to inform the delivery of intervention specific information exactly at the right time. Pepijn's research has been supported by the following grants:
Teaching Interests
Biography
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Collaborations and top research areas from the last five years
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A Human-Centric Assembly 4.0 System–An Evaluation from the Human Perspective
Humphries, J., Van de Ven, P. & Ryan, A., 2026, Proceedings of 12th International Conference on Mechatronics and Control Engineering - ICMCE 2024. Conte, G. L. & Sename, O. (eds.). Springer Science and Business Media Deutschland GmbH, p. 223-237 15 p. (Lecture Notes in Mechanical Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Machine Learning Based Screening for Psychological Distress Using a Perceived Control Mobile App
Azaglo, P., van de Ven, P. & Nelson, J., 2026, Advances in Computational Intelligence - 18th International Work-Conference on Artificial Neural Networks, IWANN 2025, Proceedings. Rojas, I., Joya, G. & Catala, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 59-73 15 p. (Lecture Notes in Computer Science; vol. 16009 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Personalized PHQ-9 test length using probability density estimation based on conditional probability and K-Nearest Neighbours
Abdulhussein, Z., Scazufca, M. & van de Ven, P., Mar 2026, In: Internet Interventions. 43, 100919.Research output: Contribution to journal › Article › peer-review
Open Access -
An interpretable model with probabilistic integrated scoring for mental health treatment prediction: A design study
Kelly, A., Jensen, E. K., Grua, E. M., Mathiasen, K. & de Ven, P. V., 26 Mar 2025, In: JMIR Medical Informatics. 13, e64617.Research output: Contribution to journal › Article › peer-review
Open Access -
Application of Vision Transformers to Contamination Detection in Densely Cluttered Waste Scenes
Mewada, D., Agnew, C., Grua, E. M., Eising, C., Denny, P., Heffernan, M., Tierney, K., Van de Ven, P. & Scanlan, A., 2025, In: IEEE Open Journal of the Computer Society. 6, p. 1858-1869 12 p.Research output: Contribution to journal › Article › peer-review
Open Access