Fig. 6

Web-based implementation of the prediction model for TZP treatment effectiveness. (a) Screenshot of the web interface showing a successful treatment prediction case. The system displays input fields for 13 clinical parameters and provides a “Success” prediction with corresponding treatment recommendation. (b) Screenshot of the web interface showing a failed treatment prediction case. The same interface predicts treatment failure based on different clinical parameter values, with appropriate recommendations against PIPT treatment