Card

πŸ₯ Kidney Medical Imaging Dataset – Medullary Sponge Kidney & Related Conditions

πŸ“Œ Overview

This dataset contains CT scan images categorized into different kidney-related conditions, primarily Medullary Sponge Kidney (MSK) and its associated complications. It includes structured metadata linking cases to Radiopaedia, ensuring authenticity and detailed case descriptions.

πŸ“‚ Dataset Structure

The dataset is divided into three sets:
- πŸ“ train/ – Training images
- πŸ“ val/ – Validation images
- πŸ“ test/ – Testing images

Additionally, we provide:
- πŸ“„ case_documentation.csv – A structured file containing metadata about each case, including links to Radiopaedia.

🏷️ Labels & Categories

  • Medullary Sponge Kidney (MSK)
  • Medullary Nephrocalcinosis
  • Caroli’s Disease
  • Renal Tubular Ectasia
  • Nephrolithiasis & Ureterolithiasis

πŸ” What's New in This Version?

βœ… Added case_documentation.csv with links to original cases on Radiopaedia πŸ“Œ
βœ… Improved dataset organization in train/val/test directories πŸ“‚
βœ… Verified all images and removed duplicates ❌

πŸ“Š Usage

This dataset can be used for:
βœ” Machine Learning Models – AI-based diagnostic tools for kidney conditions.
βœ” Medical Research – Study of MSK, nephrocalcinosis, and other kidney disorders.
βœ” Educational Purposes – Training radiologists and medical students.