Research on the application of artificial intelligence large models in the field of medical and health care
10.3969/j.issn.1673-9701.2024.33.018
- VernacularTitle:人工智能大模型在医疗健康领域应用的研究
- Author:
Ao MA
1
;
Xiaoling GE
Author Information
1. 复旦大学附属儿科医院信息与大数据中心,上海 201102
- Keywords:
Artificial intelligence;
Large model;
Healthcare;
Smart application
- From:
China Modern Doctor
2024;62(33):89-95
- CountryChina
- Language:Chinese
-
Abstract:
The medical and health field has abundant multimode data and open and diverse medical health scenarios,which is one of the most promising fields for the application of artificial intelligence large models.Based on basic hardware,equipment,and model frameworks,the artificial intelligence model is pre-trained,fine-tuned,evaluated,optimised,and utilized through medical texts,medical images,or medical multimode datasets to complete model construction.The large medical and health model has been successfully applied in the fields of auxiliary diagnosis and treatment,medical imaging research,health management,biomedical research,drug research,medical examination and education,but it also faces challenges such as data security risks,moral and ethical risks,and technical risks.In order to regulate the development of artificial intelligence large model technology,some countries have formulated relevant laws,regulations,and standard guidelines.Opportunities and challenges coexist in the field of medical and health cooperation with artificial intelligence,and artificial intelligence large model technology still needs to be continuously optimised and developed to promote deeper integration with the medical and health field.
