Deep multiple instance learning versus conventional deep single instance learning for interpretable oral cancer detection.
The current medical standard for setting an oral cancer (OC) diagnosis is histological examination of a tissue sample taken from the oral cavity.This process is time-consuming and more invasive than an alternative approach of acquiring a brush sample followed by cytological analysis.Using a microscope, skilled cytotechnologists are able to detect c