# Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency

> Research article (Medical Image Analysis, 2022) · cited 28× · AI/ML

**Wikidata**: [openalex:W4283066183](https://www.wikidata.org/wiki/openalex:W4283066183)  
**Source**: https://4ort.xyz/entity/automatic-grading-assessments-for-knee-mri-cartilage-defects-via-self-ensembling-semi-supervised-learning-with-dual-cons