Joint Learning of Localized Representations from Medical Images and Reports. - Philip Müller; Georgios Kaissis; Congyu Zou; Daniel Rueckert (ECCV (26), 2022)

Radiological Reports Improve Pre-training for Localized Imaging Tasks on Chest X-Rays. - Philip Müller; Georgios Kaissis; Congyu Zou; Daniel Rueckert (MICCAI (5), 2022)

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 (BIBM, 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 (EMBC, 2023)

Combined Self-Supervised Learning for ECG Classification Based on the Classification Token. - Doga Gündüzalp; Congyu Zou (BHI, 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; et al. (Frontiers Digit. Health, 2024)

Transformer attention-based neural network for cognitive score estimation from sMRI data. - Songheng Li; Yanteng Zhang; Congyu Zou; Lipei Zhang; Fei Li; Qiang Liu 021 (Comput. Biol. Medicine, 2025)