Breast-Density Semantic Segmentation with Probability Scaling for BI-RADS Assessment using DeepLabV3

Author:

Testagrose Conrad T1ORCID,Gupta Vikash2ORCID,Erdal Barbaros S2ORCID,White Richard D2ORCID,Maxwell Robert W2ORCID,Liu Xudong1ORCID,Kahanda Indika1ORCID,Elfayoumy Sherif1ORCID,Klostermeyer William1ORCID,Demirer Mutlu2ORCID

Affiliation:

1. College of Computing, University of North Florida, Jacksonville, USA

2. Center for Augmented Intelligence in Imaging, Mayo Clinic, Jacksonville, Florida, USA

Publisher

ACM

Reference31 articles.

1. [n. d.]. ACR statement on reporting breast density in mammography reports and patient summaries. https://www.acr.org/Advocacy-and-Economics/ACR-Position-Statements/Reporting-Breast-Density. Accessed: 2022-11-10. [n. d.]. ACR statement on reporting breast density in mammography reports and patient summaries. https://www.acr.org/Advocacy-and-Economics/ACR-Position-Statements/Reporting-Breast-Density. Accessed: 2022-11-10.

2. [n. d.]. DenseBreast-info , Inc. Legislative information. https://densebreast-info.org/legislative-information Accessed : 2023 -1-2. [n. d.]. DenseBreast-info, Inc. Legislative information. https://densebreast-info.org/legislative-information Accessed: 2023-1-2.

3. [n. d.]. Densitas. https://densitashealth.ca/solutions/density/ Accessed: 2023-1-5. [n. d.]. Densitas. https://densitashealth.ca/solutions/density/ Accessed: 2023-1-5.

4. [n. d.]. PowerLook Density Assessment. https://www.icadmed.com/powerlook-density-assessment.html Accessed: 2023-1-5. [n. d.]. PowerLook Density Assessment. https://www.icadmed.com/powerlook-density-assessment.html Accessed: 2023-1-5.

5. [n. d.]. Synthesized 2D Mammographic Imaging Theory and Clinical Performance. https://www.hologic.com/sites/default/files/C-View%20White%20Paper%2C%20Dr.%20Andrew%20Smith.pdf Accessed: 2023-1-5. [n. d.]. Synthesized 2D Mammographic Imaging Theory and Clinical Performance. https://www.hologic.com/sites/default/files/C-View%20White%20Paper%2C%20Dr.%20Andrew%20Smith.pdf Accessed: 2023-1-5.

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