Application and prospect of artificial intelligence in pancreatic cancer diagnosis and treatment / 国际外科学杂志

ABSTRACT

Pancreatic cancer is a major threat to population health, and there is an urgent need for the novel diagnostic and therapeutic patterns to improve the prognosis. Artificial intelligence (AI) has efficient computing and intelligent analysis capabilities, which brings a new opportunity for the upgrade of the diagnostic and therapeutic patterns of pancreatic cancer. This article reviews the recent progress of AI technology in early screening, diagnosis, treatment and prognosis prediction of pancreatic cancer, then describes the main difficulty and challenges of current AI research in pancreatic cancer, and proposes the future development directions from data quality and algorithm interpretation, etc. The aim is to provide new research ideas for the fusion of AI technology and pancreatic cancer, then promote the development and application of new pancreatic cancer diagnostic and therapeutic models, and ultimately improve the prognosis of patients.