CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation R Dorent, A Kujawa, M Ivory, S Bakas, N Rieke, S Joutard, B Glocker, ... Medical Image Analysis 83, 102628, 2023 | 65 | 2023 |
Biomedical image analysis competitions: The state of current participation practice M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ... arXiv preprint arXiv:2212.08568, 2022 | 25 | 2022 |
medigan: a Python library of pretrained generative models for medical image synthesis R Osuala, G Skorupko, N Lazrak, L Garrucho, E García, S Joshi, S Jouide, ... Journal of Medical Imaging 10 (6), 061403-061403, 2023 | 19* | 2023 |
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare K Lekadir, A Feragen, AJ Fofanah, AF Frangi, A Buyx, A Emelie, A Lara, ... arXiv preprint arXiv:2309.12325, 2023 | 14 | 2023 |
Pre-to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation R Osuala, S Joshi, A Tsirikoglou, L Garrucho, WHL Pinaya, O Diaz, ... arXiv preprint arXiv:2311.10879, 2023 | 3 | 2023 |
nn-UNet training on CycleGAN-translated images for cross-modal domain adaptation in biomedical imaging S Joshi, R Osuala, C Martín-Isla, VM Campello, C Sendra-Balcells, ... International MICCAI Brainlesion Workshop, 540-551, 2021 | 3 | 2021 |
Public data homogenization for AI model development in breast cancer V Kilintzis, V Kalokyri, H Kondylakis, S Joshi, K Nikiforaki, O Díaz, ... European Radiology Experimental 8 (1), 42, 2024 | 2 | 2024 |
Towards learning contrast kinetics with multi-condition latent diffusion models R Osuala, D Lang, P Verma, S Joshi, A Tsirikoglou, G Skorupko, ... arXiv preprint arXiv:2403.13890, 2024 | 2 | 2024 |
MAMA-MIA: A Large-Scale Multi-Center Breast Cancer DCE-MRI Benchmark Dataset with Expert Segmentations L Garrucho, CA Reidel, K Kushibar, S Joshi, R Osuala, A Tsirikoglou, ... arXiv preprint arXiv:2406.13844, 2024 | 1 | 2024 |
Pre-to post-contrast breast MRI synthesis for enhanced tumour segmentation R Osuala, S Joshi, A Tsirikoglou, L Garrucho, WHL Pinaya, O Diaz, ... Medical Imaging 2024: Image Processing 12926, 226-237, 2024 | 1 | 2024 |
Leveraging epistemic uncertainty to improve tumour segmentation in breast MRI: an exploratory analysis S Joshi, R Osuala, L Garrucho, A Tsirikoglou, J del Riego, ... Medical Imaging 2024: Image Processing 12926, 292-300, 2024 | | 2024 |
From the clinic: A survey on trustworthy AI in breast cancer* S Joshi, A Emelie, M Bobowicz, G Tsakou, S Charalambous, ... 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in …, 2023 | | 2023 |
Test-time domain transfer for connectomics segmentation S Joshi ppke, 2021 | | 2021 |