Application and prospect of artificial intelligence in pancreatic cancer diagnosis and treatment
10.3760/cma.j.cn115396-20221028-00362
- VernacularTitle:人工智能在胰腺癌诊疗领域的应用与展望
- Author:
Jiao MING
1
;
Beilei WANG
;
Gang JIN
Author Information
1. 海军特色医学中心海洋生物医药与极地医学研究室，上海 200433
- Keywords:
Artificial intelligence;
Pancreatic neoplasms;
Practice guideline;
Machine learning;
Deep learning
- From:
International Journal of Surgery
2023;50(6):427-432
- CountryChina
- Language:Chinese
-
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.
