Machine Learning and Data Analytics Lab

Fall Risk Prediction in Parkinson’s Disease Using Real-World Inertial Sensor Gait Data (2022) Ullrich M, Roth N, Küderle A, Richer R, Gladow T, Gaßner H, Marxreiter F, et al. Journal article 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, Schindler-Gmelch L, Schuller BW, Eskofier B, Berking M Conference contribution, Conference Contribution Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study (2022) Streit H, Keinert M, Rupp L, Schindler-Gmelch L, Böhme S, Eskofier B, Schuller 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, Schindler-Gmelch L, Schuller B, Eskofier B, Berking M Conference contribution, Conference Contribution Disgust-based approach-avoidance modification training for individuals suffering from elevated stress: A randomized controlled pilot study (2022) Streit H, Keinert M, Rupp L, Schindler-Gmelch L, Böhme S, Eskofier B, Schuller BW, Berking M Conference contribution, Conference Contribution Modifying dysfunctional beliefs with emotion-enhanced smartphone interventions: Pilot study of an emotion-based approach-avoidance modification training for individuals with elevated stress (2022) Keinert M, Böhme S, Schindler-Gmelch L, Streit H, Rupp L, Eskofier B, Berking M Conference contribution, Conference Contribution An anger-based approach-avoidance modification training targeting dysfunctional beliefs in individuals with elevated stress – Results from a randomized controlled pilot study (2022) Keinert M, Böhme S, Schindler-Gmelch L, Streit H, Rupp L, Eskofier B, Schuller BW, Berking M Conference contribution, Conference Contribution Eine emotionsbasierte Variante des Annäherungs-Vermeidungs-Modifikationstrainings als Maßnahme zur Reduktion erhöhten Stresserlebens: eine Pilotstudie (2022) Keinert M, Streit H, Böhme S, Rupp L, Schindler-Gmelch L, Capito K, Eskofier B, et al. Conference contribution, Abstract of a poster EmpkinS: empatho-kinesthetic sensory systems for biofeedback in depression (2022) Gmelch LM, Capito K, Rupp L, Richer R, Sadeghi M, Eskofier B, Berking M, Böhme S Conference contribution, Conference Contribution Efficacy of a smartphone-based reappraisal training against depressed mood and benefits of enhancing it with facial expression–a feasibility study (2022) Capito K, Gmelch LM, Rupp L, Sadeghi M, Eskofier B, Berking M Conference contribution, Conference Contribution