Optimized Feature Engineering and Machine Learning Approaches for Early Prediction of Renal Cell Carcinoma

Renal cancer is a fatal disease and ranks among the 14 common cancers in the latest WHO ranking.

Background/objectives

Renal cell carcinoma (RCC) prediction not only diagnoses the disease at early stages but also prevents patients from suffering pain and eventual death. This study aimed to construct and validate a model that predicts renal cancer using machine learning (ML) classifiers.