Discrimination of Breast Cancer with Microcalcifications on Mammography by Deep Learning
Discrimination of Breast Cancer with Microcalcifications on Mammography by Deep Learning
About this item
Full title
Author / Creator
Wang, Jinhua , Yang, Xi , Cai, Hongmin , Tan, Wanchang , Jin, Cangzheng and Li, Li
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
Subjects
More information
Scope and Contents
Contents
Microcalcification is an effective indicator of early breast cancer. To improve the diagnostic accuracy of microcalcifications, this study evaluates the performance of deep learning-based models on large datasets for its discrimination. A semi-automated segmentation method was used to characterize all microcalcifications. A discrimination classifie...
Alternative Titles
Full title
Discrimination of Breast Cancer with Microcalcifications on Mammography by Deep Learning
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4895132
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4895132
Other Identifiers
ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/srep27327
