The Enhanced Gleason Grading Annotations for the TCGA PRAD Dataset represent a collaboration between Codatta and DPath.ai, setting a new standard for AI-ready pathology data.
The article outlines the clinical importance of TB and PDCs, current challenges in manual assessment, project goals, related work in computational pathology, and detailed guidelines for dataset preparation and annotation.
Codatta’s medical image annotation platform uses blockchain to enhance the quality and distribution of pathology image annotations. It features a hierarchical management system with roles such as General Manager and Organ Managers, and a contributor base.
Public digital pathology datasets face challenges in annotation standards and reliability. A blockchain-based collaborative platform can enhance these datasets, ensuring fair compensation and quality control.