Markus Heyder

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Transfer Learning

Automatic Detection

Quantitative Measurements

Top Venues

IEEE Trans. Medical Imaging

Publications

Hui Lu, Markus Heyder, Marvin Wenzel, Nils C. Albrecht, Dominik Langer, Alexander Koelpin
Accurate Heart Beat Detection with Doppler Radar using Bidirectional GRU Network. RWS (2023)
Liv Herzer, Annika Muecke, Robert Richer, Nils C. Albrecht, Markus Heyder, Katharina Jäger, Veronika Koenig, Alexander Koelpin, Nicolas Rohleder, Bjoern M. Eskofier
Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring. BHI (2022)
Nils Gessert, Matthias Lutz, Markus Heyder, Sarah Latus, David M. Leistner, Youssef S. Abdelwahed, Alexander Schlaefer
Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks. IEEE Trans. Medical Imaging 38 (2) (2019)
Nils Gessert, Markus Heyder, Sarah Latus, Matthias Lutz, Alexander Schlaefer
Plaque Classification in Coronary Arteries from IVOCT Images Using Convolutional Neural Networks and Transfer Learning. CoRR (2018)
Nils Gessert, Markus Heyder, Sarah Latus, David M. Leistner, Youssef S. Abdelwahed, Matthias Lutz, Alexander Schlaefer
Adversarial Training for Patient-Independent Feature Learning with IVOCT Data for Plaque Classification. CoRR (2018)
Nils Gessert, Matthias Lutz, Markus Heyder, Sarah Latus, David M. Leistner, Youssef S. Abdelwahed, Alexander Schlaefer
Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks. CoRR (2018)