Machine learning identification of thresholds to discriminate osteoarthritis and rheumatoid arthritis synovial inflammation

Abstract

H&E-stained images of TKR explant synovium can be correctly classified as OA or RA in 82% of samples. Cell density greater than 3400 cells/mm² and the presence of mast cells and fibrosis are the most important features for making this distinction.