Deep Learning-Based Detection of Urine Crystals Using YOLOv8
Abstract
This project uses YOLOv8 deep learning to detect and classify urinary crystals in microscopic images. The model identifies multiple types of crystals, helping medical labs automate urine analysis and support faster clinical decisions.
Fields of Study & Subjects
Advanced Neural Network Applications
AI in cancer detection
Kidney Stones and Urolithiasis Treatments
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 4 February 2026