Developing a Process for the Analysis of User Journeys and the Prediction of Dropout in Digital Health Interventions: Machine Learning Approach

Bremer, V., Chow, P., Funk, B., Thorndike, F. P. & Ritterband, L. M., 28.10.2020, In: Journal of Medical Internet Research. 22, 10, 20 p., e17738.

Research output: Journal contributions › Conference article in journal › Research › peer-review

A Framework for Applying Natural Language Processing in Digital Health Interventions

Funk, B., Sadeh-Sharvit, S., Fitzsimmons-Craft, E. E., Trockel, M. T., Monterubio, G. E., Goel , N. J., Balantekin, K. N., Eichen, D. M., Flatt, R. E., Firebaugh, M.-L., Jacobi, C., Graham, A. K., Hoogendoorn, M., Wilfley, D. E. & Taylor, C. B., 19.02.2020, In: Journal of Medical Internet Research. 22, 2, 13 p., e13855.

Research output: Journal contributions › Journal articles › Research › peer-review

Efficacy of a Self-Help Web-Based Recovery Training in Improving Sleep in Workers: Randomized Controlled Trial in the General Working Population

Behrendt, D., Ebert, D. D., Spiegelhalder, K. & Lehr, D., 07.01.2020, In: Journal of Medical Internet Research. 22, 1, 18 p., e13346.

Research output: Journal contributions › Journal articles › Research › peer-review

Predicting Therapy Success and Costs for Personalized Treatment Recommendations Using Baseline Characteristics: Data-Driven Analysis

Bremer, V., Becker, D., Kolovos, S., Funk, B., van Breda, W., Hoogendoorn, M. & Riper, H., 21.08.2018, In: Journal of Medical Internet Research. 20, 8, 11 p., e10275.

Research output: Journal contributions › Journal articles › Research › peer-review

Severely burdened individuals do not need to be excluded from internet-based and mobile-based stress management: Effect modifiers of treatment outcomes from three randomized controlled trials

Weisel, K. K., Lehr, D., Heber, E., Zarski, A. C., Berking, M., Riper, H. & Ebert, D. D., 19.06.2018, In: Journal of Medical Internet Research. 20, 6, e211.

Research output: Journal contributions › Journal articles › Research › peer-review

Effectiveness of an Internet- and App-Based Intervention for College Students With Elevated Stress: Randomized Controlled Trial

Harrer, M., Adam, S. H., Fleischmann, R. J., Baumeister, H., Auerbach, R., Bruffaerts, R., Cuijpers, P., Kessler, R. C., Berking, M., Lehr, D. & Ebert, D. D., 23.04.2018, In: Journal of Medical Internet Research. 20, 4, 16 p., e136.

Research output: Journal contributions › Journal articles › Research › peer-review

Turning Good Intentions Into Actions by Using the Health Action Process Approach to Predict Adherence to Internet-Based Depression Prevention: Secondary Analysis of a Randomized Controlled Trial

Zarski, A.-C., Berking, M., Reis, D., Lehr, D., Buntrock, C., Schwarzer, R. & Ebert, D. D., 11.01.2018, In: Journal of Medical Internet Research. 20, 1, 13 p., e9.

Research output: Journal contributions › Journal articles › Research › peer-review

Effectiveness of a Web-Based Intervention in Reducing Depression and Sickness Absence: Randomized Controlled Trial

Beiwinkel, T., Eißing, T., Telle, N.-T., Siegmund-Schultze, E. & Rössler, W., 15.06.2017, In: Journal of Medical Internet Research. 19, 6, 14 p., e213.

Research output: Journal contributions › Journal articles › Research › peer-review

The Benefit of Web- and Computer-Based Interventions for Stress: A Systematic Review and Meta-Analysis

Heber, E., Ebert, D. D., Lehr, D., Cuijpers, P., Berking, M., Nobis, S. & Riper, H., 17.02.2017, In: Journal of Medical Internet Research. 19, 2, 17 p., e32.

Research output: Journal contributions › Scientific review articles › Research