VIDS defines a new open specification with 21 machine-enforceable validation rules across two compliance profiles; four major public datasets meet only 20-39% of the dimensions, with provenance and quality as the largest gaps, and a new 100-subject reference dataset is released that passes all rules
The BraTS challenge: a comprehensive benchmark for brain tumor segmentation.IEEE Transactions on Medical Imaging, 34(10):1993– 2024
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.IV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
VIDS: A Verified Imaging Dataset Standard for Medical AI
VIDS defines a new open specification with 21 machine-enforceable validation rules across two compliance profiles; four major public datasets meet only 20-39% of the dimensions, with provenance and quality as the largest gaps, and a new 100-subject reference dataset is released that passes all rules