Open AccessEvaluation of data augmentation via synthetic images for improved breast mass detection on mammograms using deep learning
Author(s) -
H. Kenny,
Nicholas Petrick,
Aria Pezeshk,
Christian Graff,
Diksha Sharma,
Andreu Badal,
Berkman Sahiner
Publication year - 2019
Publication title -
journal of medical imaging
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.779
H-Index - 29
eISSN - 2329-4310
pISSN - 2329-4302
DOI - 10.1117/1.jmi.7.1.012703
Subject(s) - mammography , artificial intelligence , overfitting , data set , breast imaging , deep learning , synthetic data , computer science , pattern recognition (psychology) , medicine , receiver operating characteristic , machine learning , artificial neural network , breast cancer , cancer
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