Published September 5, 2022
| Version 1.0
Dataset
Restricted
Shifts Multiple Sclerosis Lesion Segmentation Dataset Part 1
Creators
- Malinin, Andrey1
- Athanasopoulos, Andreas2
- Barakovic, Muhamed3
- Bach Cuadra, Meritxell4
- Gales, Mark5
- Granziera, Cristina3
- Graziani, Mara6
- Kartashev, Nikolay1
- Kyriakopoulos, Konstantinos2
- Lu, Po-Jui3
- Molchanova, Nataliia4
- Nikitakis, Antonis2
- Raina, Vatsal5
- La Rosa, Francesco7
- Sivena, Eli2
- Tsarsitalidis, Vasileios2
- Tsompopoulou, Efi2
- Volf, Elena1
- 1. Shifts Project
- 2. DeepSea
- 3. University of Basel
- 4. University of Lausanne
- 5. University of Cambridge
- 6. HES-SO Valais, IBM
- 7. Icahn School of Medicine at Mount Sinai
Description
This archive contains the part 1 of Shift Benchmark on Multiple Sclerosis lesion segmentation data. This dataset is provided by the Shifts Project to enable assessment of the robustness of models to distributional shift and the quality of their uncertainty estimates. This part is the MSSEG data collected in the digital repository of the OFSEP Cohort provided in the context of the MICCAI 2016 and 2021 challenges. A full description of the benchmark is available in https://arxiv.org/pdf/2206.15407. Part 2 of the data is available here. To find out more about the Shifts Project, please visit https://shifts.ai .
Notes
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Additional details
Funding
References
- Malinin, Andrey et al. (2022). Shifts 2.0: Extending The Dataset of Real Distributional Shifts, arXiv:2206.15407