We developed and validated a nomogram to foretell the danger of stroke in sufferers with rheumatoid arthritis (RA) in northern China. Out of six machine studying algorithms studied to enhance diagnostic and prognostic accuracy of the prediction mannequin, the logistic regression algorithm confirmed excessive efficiency by way of calibration and resolution curve evaluation. The nomogram …