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Vincent Bremer
Vincent Bremer
Verified email at leuphana.de
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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
342018
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
262016
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
212017
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
162020
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
112017
PREDICTING THE INDIVIDUAL MOOD LEVEL BASED ON DIARY DATA
V Bremer, D Becker, B Funk, D Lehr
European Conference on Information Systems, 2017
72017
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
52019
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
12020
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
12020
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
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