Practice and prospect of artificial intelligence in diagnosis and treatment of gastric cancer
10.3760/cma.j.cn371439-20230510-00128
- VernacularTitle:人工智能技术在胃癌诊断与治疗中的实践与展望
- Author:
Jiayi LI
1
;
Yue WANG
;
Lanlan SHANG
;
Xing XU
;
Yan ZHAO
Author Information
1. 中国医科大学研究生院，沈阳 110122
- Keywords:
Artificial intelligence;
Deep learning;
Stomach neoplasms;
Therapy
- From:
Journal of International Oncology
2023;50(11):677-682
- CountryChina
- Language:Chinese
-
Abstract:
In recent years, artificial intelligence (AI) and oncology are rapidly integrated and developed, gradually moving towards clinical application. In China, the incidence and mortality of gastric cancer rank first among various tumors. The development of AI technologies such as convolutional neural network, narrow-band imaging magnifying endoscope, full-field digital section and survival circulation network has the potential to be applied to early screening, auxiliary diagnosis, pathological diagnosis, prognosis analysis, as well as individualized diagnosis and treatment process of gastric cancer. However, AI medical treatment still has many problems such as insufficient data sample size and difficulty in integration. Reasonable design and application of AI technology is expected to provide more scientific and accurate diagnosis and treatment for patients with gastric cancer, improve the overall survival rate and quality of life of patients with gastric cancer, and achieve more breakthroughs in the medical field.
