Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms S Hornstein, K Zantvoort, U Lueken, B Funk, K Hilbert Frontiers in Digital Health 5, 1170002, 2023 | 34 | 2023 |
Predicting therapy outcome in a digital mental health intervention for depression and anxiety: A machine learning approach S Hornstein, V Forman-Hoffman, A Nazander, K Ranta, K Hilbert Digital Health 7, 20552076211060659, 2021 | 34 | 2021 |
Longitudinal patterns of engagement and clinical outcomes: results from a therapist-supported digital mental health intervention K Aschbacher, LM Rivera, S Hornstein, BW Nelson, VL Forman-Hoffman, ... Psychosomatic Medicine 85 (7), 651-658, 2023 | 5 | 2023 |
Predicting recurrent chat contact in a psychological intervention for the youth using natural language processing S Hornstein, J Scharfenberger, U Lueken, R Wundrack, K Hilbert npj Digital Medicine 7 (1), 132, 2024 | 2* | 2024 |
Suicidal ideation and risk reduction associated with participation in a therapist-supported digital mental health intervention BW Nelson, S Hornstein, V Viiala, E Gillung, N Peiper, ... | 1 | 2021 |
Differential treatment response among people engaging with a digital mHealth intervention for depressive symptoms: a repeated measures latent profile analysis NC Peiper, BW Nelson, S Hornstein, A Pettitt, K Ranta, ... TMS Proceedings 2021, 2021 | 1 | 2021 |
Text Classification of German Mental Healthcare Data: A Hands-on Tutorial on Natural Language Processing Techniques. S Hornstein, K Hilbert, D Ferizaj, K Zantvoort, U Lueken, B Funk OSF, 2024 | | 2024 |
Association of Depressive Symptoms with Resting Heart Rate Variability recorded from a Wearable Device under Naturalistic Conditions: A Machine Learning Study S Hornstein, M Seiler, V Hoffman, B Nelson, K Aschbacher, K Ritter, ... PsyArXiv, 2022 | | 2022 |
Predicting Satisfaction with Chat-Counseling at a 24/7 Chat Hotline for the Youth: A Natural Language Processing Study S Hornstein, U Lueken, R Wundrack, K Hilbert | | |