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Hadrien Reynaud
Hadrien Reynaud
PhD Student, Biomedical Image Analysis Group (BioMedIA), Department of Computing, Imperial College
Verified email at imperial.ac.uk
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Year
Ultrasound video transformers for cardiac ejection fraction estimation
H Reynaud, A Vlontzos, B Hou, A Beqiri, P Leeson, B Kainz
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
432021
QU-BraTS: MICCAI BraTS 2020 challenge on quantifying uncertainty in brain tumor segmentation-analysis of ranking scores and benchmarking results
R Mehta, A Filos, U Baid, C Sako, R McKinley, M Rebsamen, K Dätwyler, ...
The journal of machine learning for biomedical imaging 2022, 2022
322022
D’artagnan: Counterfactual video generation
H Reynaud, A Vlontzos, M Dombrowski, C Gilligan Lee, A Beqiri, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
112022
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis
H Reynaud, M Qiao, M Dombrowski, T Day, R Razavi, A Gomez, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
102023
GenerateCT: text-guided 3D chest CT generation
IE Hamamci, S Er, E Simsar, A Tezcan, AG Simsek, F Almas, SN Esirgun, ...
arXiv preprint arXiv:2305.16037, 2023
62023
Foreground-background separation through concept distillation from generative image foundation models
M Dombrowski, H Reynaud, M Baugh, B Kainz
Proceedings of the IEEE/CVF International Conference on Computer Vision, 988-998, 2023
5*2023
Self-training for brain tumour segmentation with uncertainty estimation and biophysics-guided survival prediction
C Dai, S Wang, H Raynaud, Y Mo, E Angelini, Y Guo, W Bai
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021
52021
Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer
C Magnetti, H Reynaud, B Kainz
arXiv preprint arXiv:2111.03485, 2021
22021
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
Is more data all you need? a causal exploration
A Vlontzos, H Reynaud, B Kainz
arXiv preprint arXiv:2206.02409, 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
Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology
S Cechnicka, H Reynaud, J Ball, N Simmonds, C Horsfield, A Smith, ...
arXiv preprint arXiv:2312.01152, 2023
2023
Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation
H Reynaud, B Kainz
arXiv preprint arXiv:2311.01567, 2023
2023
Realistic Data Enrichment for Robust Image Segmentation in Histopathology
S Cechnicka, J Ball, H Reynaud, C Arthurs, C Roufosse, B Kainz
MICCAI Workshop on Domain Adaptation and Representation Transfer, 63-72, 2023
2023
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