Fabian Schrumpf

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 8

Top Topics

Physiological Parameters

Hierarchical Clustering

Top Venues

Publications

Fabian Schrumpf, Paul Rudi Serdack, Mirco Fuchs
Regression or Classification? Reflection on BP prediction from PPG data using Deep Neural Networks in the scope of practical applications. CVPR Workshops (2022)
Fabian Schrumpf, Paul Rudi Serdack, Mirco Fuchs
Regression or Classification? Reflection on BP prediction from PPG data using Deep Neural Networks in the scope of practical applications. CoRR (2022)
Fabian Schrumpf, Patrick Frenzel, Christoph Aust, Georg Osterhoff, Mirco Fuchs
Assessment of Non-Invasive Blood Pressure Prediction from PPG and rPPG Signals Using Deep Learning. Sensors 21 (18) (2021)
Fabian Schrumpf, Patrick Frenzel, Christoph Aust, Georg Osterhoff, Mirco Fuchs
Assessment of deep learning based blood pressure prediction from PPG and rPPG signals. CoRR (2021)
Fabian Schrumpf, Patrick Frenzel, Christoph Aust, Georg Osterhoff, Mirco Fuchs
Assessment of Deep Learning Based Blood Pressure Prediction From PPG and rPPG Signals. CVPR Workshops (2021)
Fabian Schrumpf, Christoph Mönch, Gerold Bausch, Mirco Fuchs
Exploiting Weak Head Movements for Camera-based Respiration Detection. EMBC (2019)
Fabian Schrumpf, Gerold Bausch, Matthias Sturm, Mirco Fuchs
Similarity based hierarchical clustering of physiological parameters for the identification of health states - a feasibility study. CoRR (2018)
Fabian Schrumpf, Gerold Bausch, Matthias Sturm, Mirco Fuchs
Similarity based hierarchical clustering of physiological parameters for the identification of health states - a feasibility study. EMBC (2017)