A Comprehensive Review of Skin Cancer Risk Prediction Models

Research Scholar Santara Chouhan; Professor Jitendra Khaire

A Comprehensive Review of Skin Cancer Risk Prediction Models

Author : Research Scholar Santara Chouhan, Professor Jitendra Khaire Journa Name: INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH AND ENGINEERING TRENDS Country : India Volume: 10 issue: 3 Year: 2024 Views : 554

Abstract:

We review the development, validation, and adaptation of risk prediction models for both clinical and public applications. Our focus encompasses the challenges encountered at each stage of this process and highlights existing gaps across the continuum of risk prediction model development, which includes numerous published models; validation, with relatively few models being validated; and implementation, with even fewer models being adopted in clinical settings, despite more widespread implementation on websites. We address the design of models for end users and the critical issues related to implementing and evaluating these models, supported by examples from direct experience.