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ORCIDFabian Schrumpf
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2020 – today
- 2022
[c4]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: 2171-2180- [i3]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 abs/2204.05605 (2022) - 2021
- [j1]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): 6022 (2021) - [c3]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: 3820-3830 - [i2]Fabian Schrumpf, Patrick Frenzel, Christoph Aust, Georg Osterhoff, Mirco Fuchs:
Assessment of deep learning based blood pressure prediction from PPG and rPPG signals. CoRR abs/2104.09313 (2021)
2010 – 2019
- 2019
- [b1]Fabian Schrumpf:
Konzeption eines Verfahrens zur ähnlichkeitsbasierten Cluster-Analyse von Vitaldaten und dessen Validierung am Beispiel von Schmerzmittelgaben nach herzchirurgischen Eingriffen. Rostock University, Germany, 2019 - [c2]Fabian Schrumpf, Christoph Mönch, Gerold Bausch, Mirco Fuchs:
Exploiting Weak Head Movements for Camera-based Respiration Detection. EMBC 2019: 6059-6062 - 2018
- [i1]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 abs/1803.09592 (2018) - 2017
- [c1]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: 458-462
Coauthor Index
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