高级检索
当前位置: 首页 > 详情页

Practical Application of Artificial Intelligence Technology in Glaucoma Diagnosis

文献详情

资源类型:
WOS体系:
Pubmed体系:

收录情况: ◇ SCIE

机构: [1]China Japan Friendship Hosp, Dept Ophthalmol, Beijing, Peoples R China [2]Capital Med Univ, Beijing Childrens Hosp, Natl Ctr Childrens Hlth, Dept Ophthalmol, Beijing 100045, Peoples R China [3]Capital Med Univ, Beijing Tongren Hosp, Beijing Inst Ophthalmol, Beijing Ophthalmol & Visual Sci Key Lab, Beijing, Peoples R China [4]Beijing Univ Chem Technol, Dept Math, Beijing, Peoples R China
出处:
ISSN:

摘要:
Purpose. By comparing the performance of different models between artificial intelligence (AI) and doctors, we aim to evaluate and identify the optimal model for future usage of AI. Methods. A total of 500 fundus images of glaucoma and 500 fundus images of normal eyes were collected and randomly divided into five groups, with each group corresponding to one round. The AI system provided diagnostic suggestions for each image. Four doctors provided diagnoses without the assistance of the AI in the first round and with the assistance of the AI in the second and third rounds. In the fourth round, doctor B and doctor D made diagnoses with the help of the AI and the other two doctors without the help of the AI. In the last round, doctor A and doctor B made diagnoses with the help of AI and the other two doctors without the help of the AI. Results. Doctor A, doctor B, and doctor D had a higher accuracy in the diagnosis of glaucoma with the assistance of AI in the second (p=0.036, p=0.003, and p <= 0.000) and the third round (p=0.021, p <= 0.000, and p <= 0.000) than in the first round. The accuracy of at least one doctor was higher than that of AI in the second and third rounds, in spite of no detectable significance (p=0.283, p=0.727, p=0.344, and p=0.508). The four doctors' overall accuracy (p=0.004 and p & LE;0.000) and sensitivity (p=0.006 and p & LE;0.000) as a whole were significantly improved in the second and third rounds. Conclusions. This "Doctor + AI " model can clarify the role of doctors and AI in medical responsibility and ensure the safety of patients, and importantly, this model shows great potential and application prospects.

语种:
被引次数:
WOS:
PubmedID:
中科院(CAS)分区:
出版当年[2021]版:
大类 | 4 区 医学
小类 | 4 区 眼科学
最新[2023]版:
大类 | 4 区 医学
小类 | 4 区 眼科学
JCR分区:
出版当年[2020]版:
Q3 OPHTHALMOLOGY
最新[2023]版:
Q3 OPHTHALMOLOGY

影响因子: 最新[2023版] 最新五年平均 出版当年[2020版] 出版当年五年平均 出版前一年[2019版] 出版后一年[2021版]

第一作者:
第一作者机构: [1]China Japan Friendship Hosp, Dept Ophthalmol, Beijing, Peoples R China
通讯作者:
推荐引用方式(GB/T 7714):
APA:
MLA:

资源点击量:21169 今日访问量:0 总访问量:1219 更新日期:2025-01-01 建议使用谷歌、火狐浏览器 常见问题

版权所有©2020 首都医科大学附属北京同仁医院 技术支持:重庆聚合科技有限公司 地址:北京市东城区东交民巷1号(100730)