Misha Sadeghi

Sonderforschungsbereich 1483/1 - Empathokinästhetische Sensorik - Sensortechniken und Datenanalyseverfahren zur empathokinästhetischen Modellbildung und Zustandsbestimmung (SFB EmpkinS) Machine Learning and Data Analytics Lab

Optimized Learned Image Compression for Facial Expression Recognition (2025) Li X, Windsheimer M, Sadeghi M, Eskofier B, Kaup A Conference contribution 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 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 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 Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning (2025) Rupp L, Kumar A, Sadeghi M, Schindler-Gmelch L, Keinert M, Eskofier B, Berking M Journal article The EmpkinS-EKSpression Reappraisal Training Augmented With Kinesthesia in Depression (2025) Keinert M, Schindler-Gmelch L, Rupp L, Sadeghi M, Richer R, Capito K, Eskofier B, Berking M Journal article, Original article 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