Congyu Zou

According to our database, Congyu Zou authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Transformer attention-based neural network for cognitive score estimation from sMRI data.

Songheng Li, Yanteng Zhang, Congyu Zou, Lipei Zhang, Fei Li, Qiang Liu

Comput. Biol. Medicine, 2025

Improved Transformer Attention Neural Network for Cognitive Estimation from Brain sMRI.

Yanteng Zhang, Songheng Li, Congyu Zou, Qiang Liu, Vince D. Calhoun

Proceedings of the IEEE International Conference on Advanced Visual and Signal-Based Systems, 2025

2024

Smart hospital: achieving interoperability and raw data collection from medical devices in clinical routine.

Eimo Martens, Hans-Ulrich Haase, Giulio Mastella, Andreas Henkel, Christoph Spinner, Franziska Hahn, Congyu Zou, Augusto Fava-Sanches, Julia Allescher, Daniel Heid, Elena Strauss, Melanie-Maria Maier, Mark Lachmann, Georg Schmidt, Dominik Westphal, Tobias Haufe, David Federle, Daniel Rueckert, Martin Boeker, Matthias Becker, Karl-Ludwig Laugwitz, Alexander Steger, Alexander Müller

Frontiers Digit. Health, 2024

Combined Self-Supervised Learning for ECG Classification Based on the Classification Token.

Doga Gündüzalp, Congyu Zou

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024

2023

DWT-CNNTRN: a Convolutional Transformer for ECG Classification with Discrete Wavelet Transform.

Congyu Zou, Mikhael Djajapermana, Eimo Martens, Alexander Müller, Daniel Rückert, Philip Müller, Alexander Steger, Matthias Becker, Wolfgang Utschick

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Self-supervised learning for atrial fibrillation detection with ECG using CNNTransformer.

Congyu Zou, Alexander Müller, Eimo Martens, Phillip Müller, Daniel Rückert, Alexander Steger, Matthias Becker, Wolfgang Utschick

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Radiological Reports Improve Pre-training for Localized Imaging Tasks on Chest X-Rays.

Philip Müller, Georgios Kaissis, Congyu Zou, Daniel Rueckert

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Joint Learning of Localized Representations from Medical Images and Reports.

Philip Müller, Georgios Kaissis, Congyu Zou, Daniel Rueckert

Proceedings of the Computer Vision - ECCV 2022, 2022