A Deep-Learning Approach to Recreate Raw Full-Field Digital Mammograms for Breast Density and Texture Analysis

Hai Shu,TingYu Chiang,Peng Wei,Kim Anh-Do,Michele D Lesslie,Ethan O. Cohen,Ashmitha Srinivasan,Tanya W. Moseley,Lauren Q. Chang Sen,Jessica W. T. Leung,Jennifer B. Dennison,Sam M. Hanash,Olena Weaver

A Deep-Learning Approach to Recreate Raw Full-Field Digital Mammograms for Breast Density and Texture Analysis

2021

Hai Shu
TingYu Chiang
Peng Wei
Kim Anh-Do
Michele D Lesslie
Ethan O. Cohen
Ashmitha Srinivasan
Tanya W. Moseley
Lauren Q. Chang Sen
Jessica W. T. Leung
Jennifer B. Dennison
Sam M. Hanash
Olena Weaver

A deep learning approach was developed to re-create for-processing digital mammograms from for-presentation mammograms and showed strong agreement with the original images.

Keywords:

full field
Deep learning
breast density
Computer science
Artificial intelligence
texture
Pattern recognition

Correction
Source
Cite
Save
Machine Reading By IdeaReader

References

Citations