Farnaz Rahimi

Machine Learning and Data Analytics Lab Professur für Biomedical Network Science Department Artificial Intelligence in Biomedical Engineering (AIBE) Department of Paediatrics and Adolescent Medicine

Machine Learning-Based Depression Detection Using Physiological Signals and Smartphone-Based Behavioral Interventions (2025) Sadeghi M, Rahimi F, Singh S, Richer R, Schindler-Gmelch L, Rupp L, Keinert M, et al. Conference contribution EmpkinS-EKSpression-BioFACEBack: Ergebnisse eines randomisiert-kontrollierten Trials zu gesichtsmuskelfokussiertem Biofeedback bei depressiven Erkrankungen (2025) Schindler-Gmelch L, Rupp L, Rahimi F, Sadeghi M, Keinert M, Hager M, Capito K, et al. Conference contribution, Conference Contribution EmpkinS-EKSpression: Ergebnisse einer Randomisiert-kontrollierten klinischen Studie eines Emotions-gestützten Trainings zur Kognitiven Umstrukturierung (2025) Rupp L, Schindler-Gmelch L, Sadeghi M, Rahimi F, Keinert M, Hager M, Capito K, et al. Conference contribution, Conference Contribution Evaluating OpenDBM for Emotion Intensity Prediction: A Comparative Study Using Facial and Physiological Data (2025) Sadeghi M, Rahimi F, Kumar A, Richer R, Rupp LH, Schindler-Gmelch L, Keinert M, et al. Conference contribution, Abstract of a poster Detecting Depression using Machine Learning Approaches through Digital Biomarkers (2025) Sadeghi M, Rahimi F, Biradar PU, Richer R, Rupp LH, Schindler-Gmelch L, Keinert M, et al. Conference contribution, Abstract of a poster EmpkinS-EKSpression: Results from a Randomized-Controlled Clinical Trial on the Effects of a Facial Expression-based Training for Cognitive Restructuring (2025) Rupp L, Schindler-Gmelch L, Sadeghi M, Rahimi F, Keinert M, Hager M, Capito K, et al. Conference contribution Harnessing multimodal approaches for depression detection using large language models and facial expressions (2024) Sadeghi M, Richer R, Egger B, Schindler-Gmelch L, Rupp L, Rahimi F, Berking M, Eskofier B Journal article, Original article Facing depression: evaluating the efficacy of the EmpkinS-EKSpression reappraisal training augmented with facial expressions – protocol of a randomized controlled trial (2024) Keinert M, Schindler-Gmelch L, Rupp L, Sadeghi M, Capito K, Hager M, Rahimi F, et al. Journal article Simultaneous Estimation of Digit Tip Forces and Hand Postures in a Simulated Real-Life Condition With High-Density Electromyography and Deep Learning (2024) Rahimi F, Badamchizadeh MA, Ghaemi S, Del Vecchio A Journal article, Original article Simultaneous Estimation of Digit Tip Forces and Hand Postures in a Simulated Real-life Condition with High-density Electromyography and Deep Learning (2024) Rahimi F, Badamchizadeh MA, Ghaemi S, Del Vecchio A Journal article, Original article