Dr. Lena Marie Gmelch


Types of publications

Journal article
Book chapter / Article in edited volumes
Authored book
Edited Volume
Conference contribution
Other publication type
Unpublished / Preprint

Publication year




Validation of Machine Learning-Based Assessment of Major Depressive Disorder from Paralinguistic Speech Characteristics in Routine Care (2024) Bauer JF, Gerczuk M, Schindler-Gmelch L, Amiriparian S, Ebert DD, Krajewski J, Schuller BW, Berking M Journal article Machine learning-based detection of acute psychosocial stress from body posture and movements (2024) Richer R, Koch V, Abel L, Hauck F, Kurz M, Ringgold V, Müller V, et al. Journal article, Original article Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study (2024) Streit H, Keinert M, Schindler-Gmelch L, Eskofier B, Berking M Journal article Sadness-Based Approach-Avoidance Modification Training for Subjective Stress in Adults: Pilot Randomized Controlled Trial (2023) Rupp L, Keinert M, Böhme S, Gmelch LM, Eskofier B, Schuller BW, Berking M Journal article Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data (2023) Sadeghi M, Egger B, Agahi R, Richer R, Capito K, Rupp L, Gmelch LM, et al. Conference contribution, Original article Hair Cortisol Research in Posttraumatic Stress Disorder - 10 Years of Insights and Open Questions. A Systematic Review (2023) Gmelch LM, Capito K, Steudte-Schmiedgen S, Kirschbaum C, Berking M Journal article EmpkinS - Empathokinästhetische Sensorik für Biofeedback bei Depression (2022) Gmelch LM, Böhme S, Capito K, Rupp L, Richer R, Sadeghi M, Eskofier B, Berking M Conference contribution, Conference Contribution Let It Go – A Randomized Controlled Pilot Study Exploring the Utility of Sadness in an Emotion-Based Approach-Avoidance Modification Training in the Context of Stress (2022) Rupp L, Keinert M, Böhme S, Gmelch LM, Streit H, Schuller BW, Eskofier B, Berking M Conference contribution, Abstract of a poster Lifetime Trauma History and Cognitive Functioning in Major Depression and Their Role for Cognitive-Behavioral Therapy Outcome (2021) Schindler L, Stalder T, Kirschbaum C, Plessow F, Schoenfeld S, Hoyer J, Trautmann S, et al. Journal article CortiLove: A pilot study on hair steroids in the context of being in love and separation (2021) Renner J, Stanulla M, Walther A, Schindler L Journal article, Original article