Matthias Berking

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 7

Top Topics

Predictive Model

Systematic Review

Top Venues

npj Digit. Medicine

Frontiers Digit. Health

Comput. Biol. Medicine

Publications

Misha Sadeghi, Bernhard Egger, Reza Agahi, Robert Richer, Klara Capito, Lydia Helene Rupp, Lena Schindler-Gmelch, Matthias Berking, Bjoern M. Eskofier
Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data. BHI (2023)
Maurice Gerczuk, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature Aggregation. EMBC (2023)
Maurice Gerczuk, Andreas Triantafyllopoulos, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
Zero-shot personalization of speech foundation models for depressed mood monitoring. Patterns 4 (11) (2023)
Anna-Carlotta Zarski, Julia Velten, Johannes Knauer, Matthias Berking, David D. Ebert
Internet- and mobile-based psychological interventions for sexual dysfunctions: a systematic review and meta-analysis. npj Digit. Medicine 5 (2022)
Johanna Freund, David D. Ebert, Janika Thielecke, Lina Braun, Harald Baumeister, Matthias Berking, Ingrid Titzler
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. Frontiers Digit. Health 4 (2022)
Kiona K. Weisel, Lukas M. Fuhrmann, Matthias Berking, Harald Baumeister, Pim Cuijpers, David D. Ebert
Standalone smartphone apps for mental health - a systematic review and meta-analysis. npj Digit. Medicine 2 (2019)
Ward van Breda, Mark Hoogendoorn, A. E. Eiben, Matthias Berking
Assessment of temporal predictive models for health care using a formal method. Comput. Biol. Medicine 87 (2017)
Ward R. J. van Breda, Mark Hoogendoorn, A. E. Eiben, Matthias Berking
An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care. AIME (2015)