This web-server predicts Risk Status in two modules, Module I- for each feature under study and Module II- for collective behaviour of all the features (Clinical characterstics + HLA-superalleles) under study. Refer below section for further information:

Description

Module I This module predict the risk status of samples against each selected clinical features separately. Initially, survival of patient is predicted using regression model, on the basis of survival value the patients are labelled as High Risk or Low Risk based on median survival time.

Module II This module compoutes the Risk status of melanoma samples for the given the clinical features and 14 HLA-superallele. It statify samples into two groups (high-risk/low-risk) on the basis of predicted survival time. Following figures are KM plots with HR and CI values along with other statistical test results for SKCM dataset: