Translational Psychiatry (TP) Lab

What is the TP Lab?

The TP Lab is a state-of-the-art laboratory that can be used thanks to funding from the UKSH Foundation. It is is used in the BEATS project to record patient-doctor communication and behavioral markers during the interviews.

What does it include?

  • Empatica smartwatch

  • RGB and depth camera

  • Microphones

  • NVIDIA high-performance computer

Publications

  • Brügge, N. S., Korda, A., Handels, H., & Giannakakis, G. (2026). Task-aware multiple instance learning for stress detection from facial video data. Journal of Affective Disorders, 405, 121472. https://doi.org/10.1016/j.jad.2026.121472

  • Mineur, L. D., Horstmann, S., Arslan, B., Andreou, C., Heide, M., Eickhoff, S., Avram, M., Berg, K., Hedelt, K. S., Franzen, L., Buschmann, F., Schröpfer, F., Rogg, H. V., Zurowski, B., Handels, H., Borgwardt, S., & Korda, A. (2025). Neutral sentiment on patient’s speech can predict the depressive symptom severity transdiagnostically. Journal of Affective Disorders, 391, 119990. https://doi.org/10.1016/j.jad.2025.119990

  • Giannakakis, G., Roussos, A., Andreou, C., Borgwardt, S., & Korda, A. I. (2025). Stress recognition identifying relevant facial action units through explainable artificial intelligence and machine learning. Computer Methods and Programs in Biomedicine, 259, 108507. https://doi.org/10.1016/j.cmpb.2024.108507

  • Mineur, L. D., Andreou, C., Heide, M., Eickhoff, S., Avram, M., Berg, K., Hedelt, K. S., Franzen, L., Buschmann, F., Schröpfer, F., & Horstmann, S. (2026). Transdiagnostic analysis of facial expressions recorded from patients during psychiatric interviews. Neuroscience Applied, 5, 105572. https://doi.org/10.1016/j.nsa.2025.105572

  • Brügge, N. S., Korda, A., Borgwardt, S., Andreou, C., Giannakakis, G., & Handels, H. (2025). Bag-Level Multiple Instance Learning for Acute Stress Detection from Video Data. Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies – Volume 2: HEALTHINF, 285–296. https://doi.org/10.5220/0013364900003911

For further inquiries, please contact the Leading Researcher, Dr.  Eng. Alexandra Korda.

Translational Psychiatry (TP) Lab

Was ist das TP Lab?

Das TP Lab ist ein State of the Art Lab und kann dank der Förderung durch die UKSH-Stiftung genutzt werden. Es wird im BEATS-Projekt verwendet, um die Kommunikation zwischen Patient*innen und Ärzt*innen sowie Verhaltensmerkmale während der Interviews aufzuzeichnen.

Was beinhaltet es?

  • Empatica-Smartwatch
  • RGB- und Tiefenkamera 
  • Mikrofone

  • NVIDIA Hochleistungscomputer

Publikationen

  • Brügge, N. S., Korda, A., Handels, H., & Giannakakis, G. (2026). Task-aware multiple instance learning for stress detection from facial video data. Journal of Affective Disorders, 405, 121472. https://doi.org/10.1016/j.jad.2026.121472
  • Mineur, L. D., Horstmann, S., Arslan, B., Andreou, C., Heide, M., Eickhoff, S., Avram, M., Berg, K., Hedelt, K. S., Franzen, L., Buschmann, F., Schröpfer, F., Rogg, H. V., Zurowski, B., Handels, H., Borgwardt, S., & Korda, A. (2025). Neutral sentiment on patient’s speech can predict the depressive symptom severity transdiagnostically. Journal of Affective Disorders, 391, 119990. https://doi.org/10.1016/j.jad.2025.119990
  • Giannakakis, G., Roussos, A., Andreou, C., Borgwardt, S., & Korda, A. I. (2025). Stress recognition identifying relevant facial action units through explainable artificial intelligence and machine learning. Computer Methods and Programs in Biomedicine, 259, 108507. https://doi.org/10.1016/j.cmpb.2024.108507
  • Mineur, L. D., Andreou, C., Heide, M., Eickhoff, S., Avram, M., Berg, K., Hedelt, K. S., Franzen, L., Buschmann, F., Schröpfer, F., & Horstmann, S. (2026). Transdiagnostic analysis of facial expressions recorded from patients during psychiatric interviews. Neuroscience Applied, 5, 105572. https://doi.org/10.1016/j.nsa.2025.105572
  • Brügge, N. S., Korda, A., Borgwardt, S., Andreou, C., Giannakakis, G., & Handels, H. (2025). Bag-Level Multiple Instance Learning for Acute Stress Detection from Video Data. Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies – Volume 2: HEALTHINF, 285–296. https://doi.org/10.5220/0013364900003911

Für weitere Fragen wenden Sie sich bitte an die leitende Forscherin, Dr.-Ing. Alexandra Korda.

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