Digital Dermatology
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Repositories
- skinmap-code Public
Code for the paper: "A Global Atlas of Digital Dermatology to Map Innovation and Disparities"
- embedding-atlas Public Forked from apple/embedding-atlas
Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.
- SelfClean Public
[NeurIPS 2024] 🧼🔎 A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors.
- SelfClean-Revised-Benchmarks Public
[ML4H 2023] 🧼🔎 SelfClean revised versions of benchmark datasets for more reliable performance estimation.
- CleanPatrick Public
CleanPatrick is a large-scale, real-world image data-cleaning benchmark with 496,377 binary annotations from 933 medical crowd workers for ranking off-topic, near-duplicate, and label-error issues.
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