Predicting therapy success and costs for personalized treatment recommendations using baseline characteristics: data-driven analysis V Bremer, D Becker, S Kolovos, B Funk, W Van Breda, M Hoogendoorn, ... Journal of medical Internet research 20 (8), e10275, 2018 | 34 | 2018 |
How to Predict Mood? Delving into Features of Smartphone-Based Data D Becker, V Bremer, B Funk, J Asselbergs, H Riper, J Ruwaard Americas Conference on Information Systems, 2016 | 26 | 2016 |
Predicting therapy success for treatment as usual and blended treatment in the domain of depression W van Breda, V Bremer, D Becker, M Hoogendoorn, B Funk, J Ruwaard, ... Internet Interventions, 2017 | 21 | 2017 |
Developing a process for the analysis of user journeys and the prediction of dropout in digital health interventions: machine learning approach V Bremer, PI Chow, B Funk, FP Thorndike, LM Ritterband Journal of Medical Internet Research 22 (10), e17738, 2020 | 16 | 2020 |
Analysing clickstream data: do paid and organic search affect each other? V Bremer, B Funk International Journal of Electronic Business 13 (2-3), 205-215, 2017 | 11 | 2017 |
PREDICTING THE INDIVIDUAL MOOD LEVEL BASED ON DIARY DATA V Bremer, D Becker, B Funk, D Lehr European Conference on Information Systems, 2017 | 7 | 2017 |
Heterogeneity Matters: Predicting Self-Esteem in Online Interventions Based on Ecological Momentary Assessment Data H Bremer, V., Funk, B., & Riper Depression Research and Treatment 2019, 2019 | 5 | 2019 |
1204 analyzing user journey data in digital health: Predicting dropout from a digital CBT-I intervention V Bremer, P Chow, B Funk, F Thorndike, L Ritterband Sleep 43 (Supplement_1), A460-A460, 2020 | 1 | 2020 |
Evaluation of a temporal causal model for predicting the mood of clients in an online therapy D Becker, V Bremer, B Funk, M Hoogendoorn, A Rocha, H Riper BMJ Ment Health 23 (1), 27-33, 2020 | 1 | 2020 |
Supporting therapy success by developing predictive models in e-mental-health V Bremer | | 2021 |
Cost-effective personalised treatment recommendations: An example of depression treatments S Kolovos, V Bremer, C Buntrock, G Zavala, J Bosmans, ... European Health Economics Association, 2020 | | 2020 |
A Two-Step Approach for the Prediction of Mood Levels Based on Diary Data V Bremer, D Becker, T Genz, B Funk, D Lehr Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | | 2018 |
Investigating Factors on Restorative Sleep Quality and its Relationship with Personal Work Performance-An Analysis of Diary Data V Bremer, B Funk, D Lehr PsyArXiv, 2018 | | 2018 |