Opportunities and Challenges of Artificial Intelligence Assisted Blood Cell Morphology Examination
10.3969/j.issn.1671-7414.2025.01.036
- VernacularTitle:人工智能辅助血细胞形态学检查的机遇与挑战
- Author:
Xinrui FENG
1
;
Weiru WU
1
;
Xiaoli ZHANG
1
;
Zhong YANG
1
;
Qinghua BI
1
Author Information
1. 中国人民解放军陆军军医大学药学与检验医学系临床血液学教研室,重庆400038
- Publication Type:Journal Article
- Keywords:
artificial intelligence;
blood cell;
morphological examination;
clinical application
- From:
Journal of Modern Laboratory Medicine
2025;40(1):189-195
- CountryChina
- Language:Chinese
-
Abstract:
Blood cell morphology examination is the foundation and important means of diagnosing blood diseases. Artificial intelligence (AI) assisted blood cell morphology examination compensates for the shortcomings of artificial microscopy in the early detection and diagnosis of blood diseases,improves diagnostic efficiency,accuracy,and sensitivity,greatly reduces labor and time costs,significantly improves medical quality,and promotes personalized health care. Traditional manual microscopy is still the standard method in clinical practice in China. In order to encourage the improvement and development of intelligence-assisted blood cell morphology examination,this article discusses the current situation and characteristics of intelligence-assisted blood cell morphology examination. Considering the standardization,database,and ethical issues of automated blood cell morphology analysis,some challenges and limitations are summarized and analyzed,which can support the diagnosis of blood diseases and assist researchers and clinical doctors in the future.
