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Johanna P. Müller
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Zero-Shot Anomaly Detection with Pre-trained Segmentation Models
M Baugh, J Batten, JP Müller, B Kainz
arXiv preprint arXiv:2306.09269, 2023
32023
nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods
M Baugh, J Tan, A Vlontzos, JP Müller, B Kainz
International Workshop on Uncertainty for Safe Utilization of Machine …, 2022
22022
Confidence-Aware and Self-supervised Image Anomaly Localisation
J P. Müller, M Baugh, J Tan, M Dombrowski, B Kainz
International Workshop on Uncertainty for Safe Utilization of Machine …, 2023
12023
Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks
M Baugh, J Tan, JP Müller, M Dombrowski, J Batten, B Kainz
International Conference on Medical Image Computing and Computer-Assisted …, 2023
12023
Pay Attention: Accuracy Versus Interpretability Trade-off in Fine-tuned Diffusion Models
M Dombrowski, H Reynaud, JP Müller, M Baugh, B Kainz
arXiv preprint arXiv:2303.17908, 2023
12023
Adnexal Mass Segmentation with Ultrasound Data Synthesis
C Lebbos, J Barcroft, J Tan, J Müller, M Baugh, A Vlontzos, S Saso, ...
International Workshop on Advances in Simplifying Medical Ultrasound, 106-116, 2022
12022
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability
M Dombrowski, H Reynaud, JP Müller, M Baugh, B Kainz
Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21037 …, 2024
2024
Automatic Segmentation of Lymphatic Perfusion in Patients with Congenital Single Ventricle Defects
M Stegmaier, JP Müller, C Schröder, T Day, M Cuomo, O Dewald, ...
BVM Workshop, 255-260, 2024
2024
Stochastic Vision Transformers with Wasserstein Distance-Aware Attention
F Xaverius Erick, M Rezaei, JP Müller, B Kainz
arXiv e-prints, arXiv: 2311.18645, 2023
2023
Whole Slide Multiple Instance Learning for Predicting Axillary Lymph Node Metastasis
G Shkëmbi, JP Müller, Z Li, K Breininger, P Schüffler, B Kainz
MICCAI Workshop on Data Engineering in Medical Imaging, 11-20, 2023
2023
Simplifying Medical Ultrasound: 4th International Workshop, ASMUS 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings
B Kainz, A Noble, J Schnabel, B Khanal, JP Müller, T Day
Springer Nature, 2023
2023
Learnable Slice-to-volume Reconstruction for Motion Compensation in Fetal Magnetic Resonance Imaging
C Jehn, JP Müller, B Kainz
BVM Workshop, 25-31, 2023
2023
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