Incident radiographic knee osteoarthritis
Disease2 papers2 findings
- Humans1
- In silico1
Associations
2Deep longitudinal centile features
upin humans1
1 study
Deep longitudinal centile features
upin humans1
Deep longitudinal centile features predict incident radiographic knee osteoarthritis in humans (AUC 0.954 (95% CI 0.931–0.974); balanced accuracy 0.917).
“Deep centile features achieved the best AUCs (0.954 [95% CI 0.931-0.974] at 12 months and 0.969 [0.949-0.985] at 24 months; balanced accuracy 0.917 and 0.931)”
HumansParticipant-separated nested cross-validationknee cartilage12 months
Tracking knee cartilage improved osteoarthritis prediction · bioRxiv · 8 Oct 2026 · Preprint
Vastus medialis volume
downin humans1OR 0.74
1 study
Vastus medialis volume
downin humans1OR 0.74
Vastus medialis volume is associated with incident radiographic knee osteoarthritis in humans (OR 0.74, 95% CI 0.55-0.93).
Humans4 years
Longitudinal Associations of MRI-Based Thigh Muscle and Adipose Tissue Features with Incident and Progressive Radiographic Knee Osteoarthritis · Academic radiology · 1 Sep 2026
Latest
2Tracking knee cartilage improved osteoarthritis prediction
Prediction scores reached 0.954 at 12 months and 0.969 at 24 months, outperforming features from unadjusted cartilage maps.Prediction scores reached 0.954 at 12 months and 0.969 at 24 months, outperforming features from unadjusted cartilage maps.