| Interactive and explainable region-guided radiology report generation T Tanida, P Müller, G Kaissis, D Rueckert Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 134 | 2023 |
| Joint learning of localized representations from medical images and reports P Müller, G Kaissis, C Zou, D Rueckert European Conference on Computer Vision, 685-701, 2022 | 86 | 2022 |
| Rotation-equivariant deep learning for diffusion MRI P Müller, V Golkov, V Tomassini, D Cremers arXiv preprint arXiv:2102.06942, 2021 | 34 | 2021 |
| Heartbeat classification by random forest with a novel context feature: a segment label C Zou, A Müller, U Wolfgang, D Rückert, P Müller, M Becker, A Steger, ... IEEE Journal of Translational Engineering in Health and Medicine 10, 1-8, 2022 | 21 | 2022 |
| Radiological reports improve pre-training for localized imaging tasks on chest x-rays P Müller, G Kaissis, C Zou, D Rueckert International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 17 | 2022 |
| Anatomy-driven pathology detection on chest x-rays P Müller, F Meissen, J Brandt, G Kaissis, D Rueckert International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 10 | 2023 |
| The role of local alignment and uniformity in image-text contrastive learning on medical images P Müller, G Kaissis, D Rueckert arXiv preprint arXiv:2211.07254, 2022 | 7 | 2022 |
| Unlocking the diagnostic potential of ecg through knowledge transfer from cardiac mri Ö Turgut, P Müller, P Hager, S Shit, S Starck, MJ Menten, E Martens, ... arXiv preprint arXiv:2308.05764, 2023 | 6 | 2023 |
| ChEX: Interactive localization and region description in chest X-rays P Müller, G Kaissis, D Rueckert European Conference on Computer Vision, 92-111, 2024 | 3 | 2024 |
| Multi-Image Visual Question Answering for Unsupervised Anomaly Detection J Li, CI Bercea, P Müller, L Felsner, S Kim, D Rueckert, B Wiestler, ... arXiv preprint arXiv:2404.07622, 2024 | 2 | 2024 |
| Weakly Supervised Object Detection in Chest X-Rays with Differentiable ROI Proposal Networks and Soft ROI Pooling P Müller, F Meissen, G Kaissis, D Rueckert arXiv preprint arXiv:2402.11985, 2024 | 2 | 2024 |
| Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings A Posada, D Rueckert, F Meissen, P Müller arXiv preprint arXiv:2406.16611, 2024 | 1 | 2024 |
| Self-supervised learning for atrial fibrillation detection with ECG using CNNTransformer C Zou, A Müller, E Martens, P Müller, D Rückert, A Steger, M Becker, ... 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | 1 | 2023 |
| DWT-CNNTRN: A Convolutional Transformer for ECG Classification with Discrete Wavelet Transform C Zou, M Djajapermana, E Martens, A Müller, D Rückert, P Müller, ... 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 1 | 2023 |
| Explainable 2D Vision Models for 3D Medical Data A Ziller, A Güvenir, AC Erdur, TT Mueller, P Müller, F Jungmann, J Brandt, ... arXiv preprint arXiv:2307.06614, 2023 | 1 | 2023 |
| Robust Detection Outcome: A Metric for Pathology Detection in Medical Images F Meissen, P Müller, G Kaissis, D Rueckert arXiv preprint arXiv:2303.01920, 2023 | 1 | 2023 |
| Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging Ö Turgut, P Müller, P Hager, S Shit, S Starck, MJ Menten, E Martens, ... Medical Image Analysis 101, 103451, 2025 | | 2025 |
| Designing and Evaluating AI Personas for Customer and User Understanding-Exploring Use Cases and Attitudes in an Industrial, B2B Context P Müller | | 2024 |
| Specialized curricula for training vision-language models in retinal image analysis R Holland, T Taylor, C Holmes, S Riedl, J Mai, M Patsiamanidi, ... | | 2024 |
| Towards Generalisable Time Series Understanding Across Domains Ö Turgut, P Müller, MJ Menten, D Rueckert arXiv preprint arXiv:2410.07299, 2024 | | 2024 |