Project publications
te Braake, E., Vaseur, R., Grünloh, C., & Tabak, M. (2025). The state of the art of eHealth self-management interventions for people with Chronic Obstructive Pulmonary Disease: Scoping review. Journal of Medical Internet Research, 27:e57649. https://doi.org/10.2196/57649
Lehmann, J., Wimberg, G., Autexier, S., Acebes, A., Kalloniatis, C., Lamprinoudakis, C., Giannakopoulos, T., Menegatos, A., Delvinioti, A., Pagliari, G., di Giorgi, N., Raid, J., Lekka, D., Pnevmatikakis, A., Kyriazakos, S., Kostopoulou, K. & Tabak, M. (2025). Federated learning in multi-center, personalized healthcare for COPD and comorbidities: The RE-SAMPLE platform. Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2025) - Volume 2: HEALTHINF, 499-506. https://doi.org/10.5220/0013149800003911
Pagliari, G., Delvinioti, A., Di Giorgi, N., De Girolamo, V. M., Nervoso, A., Macagno, F., Masciocchi, C., Patarnello, S. & Luraschi, A. (2025). A multiple source data collection and integration paradigm for the creation of a dynamic COPD data mart. Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2025) - Volume 2: HEALTHINF, 507-514. https://doi.org/10.5220/0013150100003911
Acebes, A., Autexier, S., Brusse-Keizer, M., Delvinioti, A., Giannakopoulos, T., Grünloh, C., Hahn, F., Jõgi, R., Kalloniatis, C., Kostopoulou, K., Kyriazakos, S., Lamprinoudakis, K., Lehmann, J., Lekka, D., Lenferink, A., Mazzone, F., Pagliari, G., Patarnello, S., Pnevmatikakis, A., & Wimberg, Gesa. (2024). RE-SAMPLE Platform for training and use of COPD exacerbation risk prediction models. European Respiratory Journal, 64(suppl 68), PA2319. ERS International Congress abstract. https://doi.org/10.1183/13993003.congress-2024.PA2319
Hurmuz, M. Z. M., te Braake, E., Jansen-Kosterink, S. M., & Grünloh, C. (2024). Self-management of COPD supported by eHealth: Patients’ attitudes towards monitoring, risk prediction and virtual coaching. Proceedings of the 13th Nordic Conference on Human-Computer Interaction (NordiCHI '24), Article 84, 1-13. https://doi.org/10.1145/3679318.3685486
Vaseur, R. M. E., te Braake, E., Beinema, T., Oude Nijeweme - d’Hollosy, W., & Tabak, M. (2024). Technology-supported shared decision-making in chronic conditions: A systematic review of randomized controlled trials. Patient Education and Counseling, 124:108267. https://doi.org/10.1016/j.pec.2024.108267
van Dijk, S. H. B., Brusse-Keizer, M. G. J., Bucsán, C. C., Ploumen, E. H., van Beurden, W. J. C., van der Palen, J., Doggen, C. J. M., & Lenferink, A. (2024). Lack of evidence regarding markers identifying acute heart failure in patients with COPD: An AI-supported systematic review. International Journal of Chronic Obstructive Pulmonary Disease, 19, 531-541. https://doi.org/10.2147/COPD.S437899
te Braake, E., Grünloh, C., & Tabak, M. (2024). Shifting responsibilities: Developing a pan-European service model for an eHealth technology supporting self-management of people with Chronic Obstructive Pulmonary Disease and comorbidities. International Journal of Chronic Obstructive Pulmonary Disease, 19, 175-192. https://doi.org/10.2147/COPD.S432568
Hurmuz, M. Z. M., te Braake, E., Jansen-Kosterink, S. M., & Grünloh, C. (2023). Self-management of COPD supported by eHealth: Patients’ attitudes towards monitoring, risk prediction and virtual coaching. Research Square preprint. https://doi.org/10.21203/rs.3.rs-3781312/v1
van Dijk, S. H. B., Brusse-Keizer, M. G. J., Effing, T., van der Valk, P. D. L. P. M., Ploumen, E. H., van der Palen, J., Doggen, C. J. M., & Lenferink, A. (2023). Exploring patterns of COPD exacerbations and comorbid flare-ups. International Journal of Chronic Obstructive Pulmonary Disease, 18, 2633-2644. https://doi.org/10.2147/COPD.S428960
Jansen-Kosterink, S. M., & Hurmuz, M.Z.M. (2023). The societal impact of a Virtual Companionship Programme for people with Chronic Obstructive Pulmonary Disease. SSRN preprint. http://dx.doi.org/10.2139/ssrn.4607620
Grünloh, C., Hurmuz, M., te Braake, E., & Jansen-Kosterink, S. (2023). End-user and stakeholder participation in the European eHealth project RE-SAMPLE. Mensch und Computer 2023 - Workshopband. Position paper for the workshop “GI. CI-WS02: Partizipative und sozialverantwortliche Technikentwicklung”. https://doi.org/10.18420/muc2023-mci-ws02-436
van Dijk, S. H. B., Brusse-Keizer, M. G. J., Bucsán, C. C, van der Palen, J., Doggen, C. J. M., & Lenferink, A. (2023). Artificial intelligence in systematic reviews: Promising when appropriately used. BMJ Open, 13:e072254. http://dx.doi.org/10.1136/bmjopen-2023-072254
Mazzone, F., van den Heuvel, L., Huber, M., Verdecchia, C., Everts, M, Hahn, F., & Peter, A. (2022). Repeated knowledge distillation with confidence masking to mitigate membership inference attacks. AISec'22: Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security, 13–24. https://doi.org/10.1145/3560830.3563721
Grünloh, C., te Braake, E., Hurmuz, M., & Jansen-Kosterink, S. (2022). Balancing data-hungriness of AI and the workload of manual data collection. International Reports on Socio-Informatics (IRSI), 19 (2), 28-32. Position paper for the workshop on “Exploring Human-Centered AI in Healthcare: Diagnosis, Explainability and Trust” at ECSCW 2022. https://www.iisi.de/wp-content/uploads/2022/10/IRSI_V19I2.pdf
op den Akker, H., Cabrita, M., & Pnevmatikakis, A. (2021). Digital therapeutics: Virtual coaching powered by Artificial Intelligence on real-world data. Frontiers in Computer Science, 3, 117. https://doi.org/10.3389/fcomp.2021.750428
Related publications
Chamaon, D., Sportel, E., Elferink, E. C. M., van der Palen, J. (2025). Validation of an AI-powered smart dry powder inhaler (RS01X) for asthma and COPD in a clinical setting. International Journal of Chronic Obstructive Pulmonary Disease, 20, 811-819. https://doi.org/10.2147/COPD.S490684
Lenferink, A., Brusse-Keizer, M. G., van der Palen, J., Effing, T. W. (2025). Personalizing self-management interventions in COPD – Looking beyond one-size-fits-all. International Journal of Chronic Obstructive Pulmonary Disease, 20, 65-68. https://doi.org/10.2147/COPD.S511278
Broekhuis, M., van Velsen, L., & Bartali, V. (2023). Validation of the Hubbi: A usability benchmarking tool for eHealth services. SSRN: preprint. http://dx.doi.org/10.2139/ssrn.4618554
Schrijver, J., Lenferink, A., Brusse-Keizer, M., Zwerink, M., van der Valk, P. D. L. P. M., van der Palen, J., & Effing, T. W. (2022). Self‐management interventions for people with chronic obstructive pulmonary disease. Cochrane Database of Systematic Reviews, 1:CD002990. https://doi.org/10.1002/14651858.CD002990.pub4
Sloots, J. M., Bakker, M., van der Palen, J., Eijsvogel, M. M., van der Valk, P. D. L. P. M., Linssen, G. C. M., van Ommeren, C., Grinovero, M., Tabak, M., Effing, T., & Lenferink, A. (2021). Adherence to an eHealth self-management intervention for patients with both COPD and Heart Failure: Results of a pilot study. International Journal of Chronic Obstructive Pulmonary Disease, 16, 2089-2103. https://doi.org/10.2147/COPD.S299598
ter Stal, S., Sloots, J., Ramlal A, op den Akker, H., Lenferink, A., & Tabak, M. (2021). An embodied conversational agent in an eHealth self-management intervention for Chronic Obstructive Pulmonary Disease and Chronic Heart Failure: Exploratory study in a real-life setting. JMIR Human Factors 8(4):e24110. https://humanfactors.jmir.org/2021/4/e24110