Matthias Berking

12 papers B 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
3D Face Reconstruction From Radar Images.
CVPR Workshops
Valentin Braeutigam, Vanessa Wirth, Ingrid Ullmann, Christian Schüßler, Martin Vossiek, Matthias Berking, Bernhard Egger
2025 J jnl
Internet-based indicated prevention of anxiety and depression disorder onset three-arm randomized clinical trial.
npj Digit. Medicine
Anna-Carlotta Zarski, Kiona K. Weisel, Thomas Berger, Tobias Krieger, Michael P. Schaub, Matthias Berking, Dennis Görlich, Corinna Jacobi, Rosa María Baños, Cristina Botella, Rocio Herrero, David D. Ebert
2025 J jnl
Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning.
Frontiers Digit. Health
Lydia Helene Rupp, Akash Kumar, Misha Sadeghi, Lena Schindler-Gmelch, Marie Keinert, Bjoern M. Eskofier, Matthias Berking
2024 J jnl
3D Face Reconstruction From Radar Images.
CoRR
Valentin Braeutigam, Vanessa Wirth, Ingrid Ullmann, Christian Schüßler, Martin Vossiek, Matthias Berking, Bernhard Egger
2023 — conf
Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data.
BHI
Misha Sadeghi, Bernhard Egger, Reza Agahi, Robert Richer, Klara Capito, Lydia Helene Rupp, Lena Schindler-Gmelch, Matthias Berking, Bjoern M. Eskofier
2023 — conf
Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature Aggregation.
EMBC
Maurice Gerczuk, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
2023 J jnl
Zero-shot personalization of speech foundation models for depressed mood monitoring.
Patterns
Maurice Gerczuk, Andreas Triantafyllopoulos, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
2022 J jnl
Internet- and mobile-based psychological interventions for sexual dysfunctions: a systematic review and meta-analysis.
npj Digit. Medicine
Anna-Carlotta Zarski, Julia Velten, Johannes Knauer, Matthias Berking, David D. Ebert
2022 J jnl
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
Johanna Freund, David D. Ebert, Janika Thielecke, Lina Braun, Harald Baumeister, Matthias Berking, Ingrid Titzler
2019 J jnl
Standalone smartphone apps for mental health - a systematic review and meta-analysis.
npj Digit. Medicine
Kiona K. Weisel, Lukas M. Fuhrmann, Matthias Berking, Harald Baumeister, Pim Cuijpers, David D. Ebert
2017 J jnl
Assessment of temporal predictive models for health care using a formal method.
Comput. Biol. Medicine
Ward van Breda, Mark Hoogendoorn, A. E. Eiben, Matthias Berking
2015 B conf
An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care.
AIME
Ward R. J. van Breda, Mark Hoogendoorn, A. E. Eiben, Matthias Berking