Application and prospect of artificial intelligence in the diagnosis and treatment of primary liver cancer
10.3760/cma.j.cn115610-20231121-00209
- VernacularTitle:人工智能在原发性肝癌诊断与治疗中的应用和展望
- Author:
Dalong YIN
1
;
Shupeng SHI
Author Information
1. 中国科学技术大学附属第一医院（安徽省立医院）先导医学与前沿技术研究所，肝胆外科、肝胆胰外科安徽省重点实验室，合肥 230001
- Keywords:
Liver neoplasms;
Artificial intelligence;
Deep learning;
Machine learning;
Application and prospect
- From:Chinese Journal of Digestive Surgery
2024;23(2):236-241
- CountryChina
- Language:Chinese
-
Abstract:
Primary liver cancer (hereinafter referred to as liver cancer) is one of the most common and deadly malignancies, posing a serious threat to human health. In recent years, advance-ments in artificial intelligence (AI) have opened up possibilities for the comprehensive enhancement of liver cancer diagnosis and treatment. AI technologies in liver cancer mainly include the machine learning (ML) and the deep learning (DL) models, with DL being a subtype of ML based on neural network structures. The application of ML and DL models in liver cancer has demonstrated tremen-dous potential, but there are still many issues that need to be addressed, including enhancing the generalizability and interpretability of results. The authors elaborate on the application progress of AI in the field of liver cancer in recent years, and explore the current challenges and future explora-tion directions.
