Hospital doctor-seeing guidance method for active-stage thyroid eye disease treatment and execution system of hospital doctor-seeing guidance method

In accordance with the present application, there is provided a computer-implemented method for predicting clinical activity scores for conjunctival congestion. The method described in the present application includes training a conjunctival congestion prediction model using a training set, where the training set includes a training image, an assessed value of conjunctival congestion, an assessed value of conjunctival edema, an assessed value of eyelid redness, an assessed value of eyelid edema, and an assessed value of lacrimal gland edema, the training image is annotated with the evaluation value; acquiring a first image, wherein the first image comprises at least one eye of a subject and an external region of a contour of the at least one eye; outputting a first predicted value of conjunctival congestion, a first predicted value of conjunctival edema, a first predicted value of eyelid redness, a first predicted value of eyelid edema and a first predicted value of lacrimal gland edema through the conjunctiv