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Matthias Berking 0002
Person information
- affiliation: Friedrich-Alexander University, Erlangen-Nuremberg, Germany
Other persons with the same name
- Matthias Berking 0001 — University of Marburg, Germany
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2020 – today
- 2025
[j7]Lydia Helene Rupp, Akash Kumar, Misha Sadeghi, Lena Schindler-Gmelch, Marie Keinert, Bjoern M. Eskofier, Matthias Berking:
Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning. Frontiers Digit. Health 7 (2025)
[j6]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:
Internet-based indicated prevention of anxiety and depression disorder onset three-arm randomized clinical trial. npj Digit. Medicine 8(1) (2025)
[c4]Valentin Braeutigam, Vanessa Wirth, Ingrid Ullmann, Christian Schüßler, Martin Vossiek, Matthias Berking, Bernhard Egger:
3D Face Reconstruction From Radar Images. CVPR Workshops 2025: 4422-4431- 2024
[i1]Valentin Braeutigam, Vanessa Wirth, Ingrid Ullmann, Christian Schüßler, Martin Vossiek, Matthias Berking, Bernhard Egger:
3D Face Reconstruction From Radar Images. CoRR abs/2412.02403 (2024)- 2023
[j5]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): 100873 (2023)
[c3]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: 1-5
[c2]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: 1-4- 2022
[j4]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)
[j3]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)
2010 – 2019
- 2019
[j2]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)- 2017
[j1]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: 347-357 (2017)- 2015
[c1]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: 148-152
Coauthor Index

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