RCC-AID: Renal Cell Carcinoma AI Dataset for Medical Imaging Research
- Open access
RCC-AID provides an open, annotated CT dataset of 129 renal cell carcinoma cases, enabling reproducible AI research with detailed lesion masks for 91 patients.
- Why it matters: Limited access to high-quality, annotated datasets hampers the development and validation of AI models for RCC diagnosis and treatment, affecting research reproducibility and clinical translation.
- What they did: The team curated and annotated 129 CT scans from 91 patients by combining automated segmentation with expert review, covering multiple RCC subtypes and making the data publicly available.
- The result: This dataset facilitates advancements in segmentation, detection, and classification of RCC, supporting more accurate, accessible, and reproducible AI applications in renal cancer research.