Deep Learning Demonstrates Potential for Lung Cancer Detection in Chest Radiography

被引:13
作者
Armato, Samuel G., III [1 ]
机构
[1] Univ Chicago, Dept Radiol, 5841 S Maryland Ave,MC 2026, Chicago, IL 60637 USA
关键词
D O I
10.1148/radiol.2020203538
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
引用
收藏
页码:697 / 698
页数:2
相关论文
共 5 条
[1]   Anniversary Paper: History and status of CAD and quantitative image analysis: The role of Medical Physics and AAPM [J].
Giger, Maryellen L. ;
Chan, Heang-Ping ;
Boone, John .
MEDICAL PHYSICS, 2008, 35 (12) :5799-5820
[2]   Development and Validation of a Deep Learning-Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs [J].
Hwang, Eui Jin ;
Park, Sunggyun ;
Jin, Kwang-Nam ;
Kim, Jung Im ;
Choi, So Young ;
Lee, Jong Hyuk ;
Goo, Jin Mo ;
Aum, Jaehong ;
Yim, Jae-Joon ;
Cohen, Julien G. ;
Ferretti, Gilbert R. ;
Park, Chang Min ;
Kim, Dong Hyeon ;
Woo, Sungmin ;
Choi, Wonseok ;
Hwang, In Pyung ;
Song, Yong Sub ;
Lim, Jiyeon ;
Kim, Hyungjin ;
Wi, Jae Yeon ;
Oh, Su Suk ;
Kang, Mi-Jin ;
Lee, Nyoung Keun ;
Yoo, Jin Young ;
Suh, Young Joo .
JAMA NETWORK OPEN, 2019, 2 (03) :e191095
[3]  
International Committee of Medical Journal, 2019, REC COND REP ED PUBL
[4]   Performance of a Deep Learning Algorithm Compared with Radiologic Interpretation for Lung Cancer Detection on Chest Radiographs in a Health Screening Population [J].
Lee, Jong Hyuk ;
Sun, Hye Young ;
Park, Sunggyun ;
Kim, Hyungjin ;
Hwang, Eui Jin ;
Goo, Jin Mo ;
Park, Chang Min .
RADIOLOGY, 2020, 297 (03) :687-696
[5]   Deep learning in medical imaging and radiation therapy [J].
Sahiner, Berkman ;
Pezeshk, Aria ;
Hadjiiski, Lubomir M. ;
Wang, Xiaosong ;
Drukker, Karen ;
Cha, Kenny H. ;
Summers, Ronald M. ;
Giger, Maryellen L. .
MEDICAL PHYSICS, 2019, 46 (01) :e1-e36