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A novel physics-based data augmentation approach for improved robust deep learning in medical imaging: lung nodule CAD false positive reduction in low-dose CT environments.

Authors :
Bosmans, Hilde
Zhao, Wei
Yu, Lifeng
Wahi-Anwar, M. W.
Emaminejad, N.
Choi, Y.
Kim, H. G.
Hsu, W.
Brown, M. S.
McNitt-Gray, M. F.
Source :
Proceedings of SPIE; 10/19/2020, Vol. 11595, p115950G-115950G-16, 1p
Publication Year :
2020

Details

Language :
English
ISSN :
0277786X
Volume :
11595
Database :
Complementary Index
Journal :
Proceedings of SPIE
Publication Type :
Conference
Accession number :
149613324
Full Text :
https://doi.org/10.1117/12.2582126