Prof. Dr. Matthias Berking

Lehrstuhl für Klinische Psychologie und Psychotherapie (KliPs)

Affect during sleep: Exploring the capabilities of Artificial Intelligence in Sleep Research (2025) Ernst S, Krauß D, Moß M, Vossiek M, Eskofier B, Berking M Conference contribution Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning (2025) Rupp L, Kumar A, Sadeghi M, Schindler-Gmelch L, Keinert M, Eskofier B, Berking M Journal article The EmpkinS-EKSpression Reappraisal Training Augmented With Kinesthesia in Depression (2025) Keinert M, Schindler-Gmelch L, Rupp L, Sadeghi M, Richer R, Capito K, Eskofier B, Berking M Journal article, Original article Evaluation of a Smartphone App Intervention with Telephone Guidance as Transitional Support from Inpatient Treatment to Continuing Care for Individuals with Alcohol Use Disorder: Results from a Randomized Controlled Trial (2025) Saur S, Weisel K, Lang C, Fuhrmann L, Meurer N, Reichl D, Zink M, et al. Journal article Harnessing multimodal approaches for depression detection using large language models and facial expressions (2024) Sadeghi M, Richer R, Egger B, Schindler-Gmelch L, Rupp L, Rahimi F, Berking M, Eskofier B Journal article, Original article Facing depression: evaluating the efficacy of the EmpkinS-EKSpression reappraisal training augmented with facial expressions – protocol of a randomized controlled trial (2024) Keinert M, Schindler-Gmelch L, Rupp L, Sadeghi M, Capito K, Hager M, Rahimi F, et al. Journal article Prosody-focused feedback enhances the efficacy of anti-depressive self-statements in depressed individuals – A randomized controlled trial (2024) Bauer J, Schindler-Gmelch L, Gerczuk M, Schuller B, Berking M Journal article Effectiveness of a guided multicomponent internet and mobile gratitude training program - A pragmatic randomized controlled trial (2024) Lehr D, Freund H, Sieland B, Kalon L, Berking M, Riper H, Ebert DD Journal article A smartphone application to reduce problematic drinking: a feasibility trial (2024) Lukas C, Blechert J, Berking M Journal article Optimizing speech elicitation tasks for machine learning-based depression assessment (2024) Bauer J, Gerczuk M, Schuller BW, Berking M Conference contribution