Fabian Schrumpf

According to our database, Fabian Schrumpf authored at least 6 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2022

Regression or Classification? Reflection on BP prediction from PPG data using Deep Neural Networks in the scope of practical applications.

Fabian Schrumpf, Paul Rudi Serdack, Mirco Fuchs

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Assessment of Non-Invasive Blood Pressure Prediction from PPG and rPPG Signals Using Deep Learning.

Fabian Schrumpf, Patrick Frenzel, Christoph Aust, Georg Osterhoff, Mirco Fuchs

Sensors, 2021

Assessment of Deep Learning Based Blood Pressure Prediction From PPG and rPPG Signals.

Fabian Schrumpf, Patrick Frenzel, Christoph Aust, Georg Osterhoff, Mirco Fuchs

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2019

Konzeption eines Verfahrens zur ähnlichkeitsbasierten Cluster-Analyse von Vitaldaten und dessen Validierung am Beispiel von Schmerzmittelgaben nach herzchirurgischen Eingriffen

Fabian Schrumpf

PhD thesis, 2019

Exploiting Weak Head Movements for Camera-based Respiration Detection.

Fabian Schrumpf, Christoph Mönch, Gerold Bausch, Mirco Fuchs

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2017

Similarity based hierarchical clustering of physiological parameters for the identification of health states - a feasibility study.

Fabian Schrumpf, Gerold Bausch, Matthias Sturm, Mirco Fuchs

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017