Preprocessing refers to the various techniques and methods used to prepare raw data for analysis. In the context of cancer research, preprocessing is a critical step that ensures data quality and accuracy before any analytical or statistical procedures are applied. It involves cleaning, transforming, and organizing data to make it suitable for machine learning, bioinformatics, and other forms of analysis.