Prof. Dr. Matthias Berking

Lehrstuhl für Klinische Psychologie und Psychotherapie (KliPs)

Comparison of speech elicitation tasks for machine learning-based depression classification (2025) Bauer J, Gerczuk M, Schuller B, Berking M Conference contribution Declaring "war" on stress: Preliminary results of a randomized controlled study investigating a speech-based approach-avoidance modification training targeting dysfunctional beliefs in individuals with elevated stress (2025) Keinert M, Berking M Conference contribution, Conference Contribution EmpkinS-EKSpression: Results from a Randomized-Controlled Clinical Trial on the Effects of a Facial Expression-based Training for Cognitive Restructuring (2025) Rupp L, Schindler-Gmelch L, Sadeghi M, Rahimi F, Keinert M, Hager M, Capito K, et al. Conference contribution Evaluating OpenDBM for Emotion Intensity Prediction: A Comparative Study Using Facial and Physiological Data (2025) Sadeghi M, Rahimi F, Kumar A, Richer R, Rupp LH, Schindler-Gmelch L, Keinert M, et al. Conference contribution, Abstract of a poster Detecting Depression using Machine Learning Approaches through Digital Biomarkers (2025) Sadeghi M, Rahimi F, Biradar PU, Richer R, Rupp LH, Schindler-Gmelch L, Keinert M, et al. Conference contribution, Abstract of a poster 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 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 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