Fig. 1: Schematic representation of the workflow for meniscal injury intelligent grading system.

The segmentation preprocessing phase automates the segmentation of the meniscal region. Signal intensity analysis facilitates quantitative assessment of injury signals and enables refined automatic grading of meniscal injuries. The clinical surgical validation phase introduces a novel subtype classification.