Publications

. Vac Ibmt 2021. 2021.
. Vac Chirurgie 2021. 2021.
. Cinc Pnc 2021. 2021.
. Frontiers 2021. 2021.
. Cinc 2021. 2021.
Hannes Ernst, Matthieu Scherpf, Hagen Malberg, Martin Schmidt. Optimal color channel combination across skin tones for remote heart rate measurement in camera-based photoplethysmography. On the color channel combination, 2021.
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Matthieu Scherpf, Hannes Ernst, Hagen Malberg, Martin Schmidt. DeepPerfusion: Camera-based Blood Volume Pulse Extraction Using a 3D Convolutional Neural Network. DeepPerfusion, 2020.
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Hannes Ernst, Matthieu Scherpf, Hagen Malberg, Martin Schmidt. Color Spaces and Regions of Interest in Camera Based Heart Rate Estimation. Experiments with color spaces, 2020.
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Alexander Hammer, Matthieu Scherpf, Judy Hoffmüller, Adrian Dragu, Klaus Matschke, Hagen Malberg, Olimpiu Bota. Camera-based photoplethysmography (cbPPG) to measure the change in perfusion after local negative pressure therapy. cbPPG and VAC Therapy, 2020.
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Matthieu Scherpf, Miriam Goldammer, Hagen Malberg, Felix Gräßer. Sepsis Onset Prediction Applying a Stacked Combination of a Recurrent Neural Network and a Gradient Boosted Machine. Sepsis prediction challenge, 2019.
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Matthieu Scherpf, Felix Gräßer, Hagen Malberg, Sebastian Zaunseder. Predicting sepsis with a recurrent neural network using the MIMIC III database. Sepsis prediction from clinical data, 2019.
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