An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care. - Ward R. J. van Breda; Mark Hoogendoorn; A. E. Eiben; Matthias Berking 002 (AIME, 2015)

Assessment of temporal predictive models for health care using a formal method. - Ward van Breda; Mark Hoogendoorn; A. E. Eiben; Matthias Berking 002 (Comput. Biol. Medicine, 2017)

Standalone smartphone apps for mental health - a systematic review and meta-analysis. - Kiona K. Weisel; Lukas M. Fuhrmann; Matthias Berking 002; Harald Baumeister; Pim Cuijpers; David D. Ebert (npj Digit. Medicine, 2019)

Using the Consolidated Framework for Implementation Research to evaluate a nationwide depression prevention project (ImplementIT) from the perspective of health care workers and implementers: Results on the implementation of digital interventions for farmers. - Johanna Freund; David D. Ebert; Janika Thielecke; Lina Braun; Harald Baumeister; Matthias Berking 002; Ingrid Titzler (Frontiers Digit. Health, 2022)

Internet- and mobile-based psychological interventions for sexual dysfunctions: a systematic review and meta-analysis. - Anna-Carlotta Zarski; Julia Velten; Johannes Knauer; Matthias Berking 002; David D. Ebert (npj Digit. Medicine, 2022)

Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data. - Misha Sadeghi; Bernhard Egger 001; Reza Agahi; Robert Richer; Klara Capito; Lydia Helene Rupp; Lena Schindler-Gmelch; Matthias Berking 002; Bjoern M. Eskofier (BHI, 2023)

Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature Aggregation. - Maurice Gerczuk; Shahin Amiriparian; Alexander Kathan; Jonathan Bauer; Matthias Berking 002; Björn W. Schuller (EMBC, 2023)

Zero-shot personalization of speech foundation models for depressed mood monitoring. - Maurice Gerczuk; Andreas Triantafyllopoulos; Shahin Amiriparian; Alexander Kathan; Jonathan Bauer; Matthias Berking 002; Björn W. Schuller (Patterns, 2023)

3D Face Reconstruction From Radar Images. - Valentin Braeutigam; Vanessa Wirth 001; Ingrid Ullmann; Christian Schüßler; Martin Vossiek; Matthias Berking 002; Bernhard Egger 001 (CVPR Workshops, 2025)