AI-based Carcinoma Detection and Classification Using Histopathological Images: A Systematic Review. (arXiv:2201.07231v1 [eess.IV])

Histopathological image analysis is the gold standard to diagnose cancer.
Carcinoma is a subtype of cancer that constitutes more than 80% of all cancer
cases. Squamous cell carcinoma and adenocarcinoma are two major subtypes of
carcinoma, diagnosed by microscopic study of biopsy slides. However, manual
microscopic evaluation is a subjective and time-consuming process. Many
researchers have reported methods to automate carcinoma detection and
classification. The increasing use of artificial intelligence (AI) in the
automation of carcinoma diagnosis also reveals a …

ai arxiv classification detection images review