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

Conrad T. Testagrose; Vikash Gupta; Barbaros S. Erdal; Richard D. White; Robert W. Maxwell; Xudong Liu; Indika Kahanda; Sherif Elfayoumy; William Klostermeyer; Mutlu Demirer

doi:10.1145/3584371.3612983

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

Conrad T. Testagrose, Vikash Gupta, Barbaros S. Erdal, Richard D. White, Robert W. Maxwell, Xudong Liu, Indika Kahanda, Sherif Elfayoumy, William Klostermeyer, Mutlu Demirer

School of Computing

Research output: Chapter or Contribution to Book › Literary contribution

Original language	English
Title of host publication	ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics
Publisher	Association for Computing Machinery
ISBN (Electronic)	9798400701269
DOIs	https://doi.org/10.1145/3584371.3612983
State	Published - Sep 3 2023
Event	14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, ACM-BCB 2023 - Houston, United States Duration: Sep 3 2023 → Sep 6 2023

Publication series

Name	ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics

Conference

Conference	14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, ACM-BCB 2023
Country/Territory	United States
City	Houston
Period	9/3/23 → 9/6/23

ASJC Scopus Subject Areas

Computer Science Applications
Software
Biomedical Engineering
Health Informatics

Keywords

breast density
breast imaging
deep learning
mammography
radiology
semantic segmentation

Access to Document

10.1145/3584371.3612983

Cite this

Testagrose, C. T., Gupta, V., Erdal, B. S., White, R. D., Maxwell, R. W., Liu, X., Kahanda, I., Elfayoumy, S., Klostermeyer, W., & Demirer, M. (2023). Breast-Density Semantic Segmentation with Probability Scaling for BI-RADS Assessment using DeepLabV3. In ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics Article 25 (ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics). Association for Computing Machinery. https://doi.org/10.1145/3584371.3612983

Breast-Density Semantic Segmentation with Probability Scaling for BI-RADS Assessment using DeepLabV3. / Testagrose, Conrad T.; Gupta, Vikash; Erdal, Barbaros S. et al.
ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, 2023. 25 (ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

Research output: Chapter or Contribution to Book › Literary contribution

Testagrose, CT, Gupta, V, Erdal, BS, White, RD, Maxwell, RW, Liu, X , Kahanda, I, Elfayoumy, S, Klostermeyer, W & Demirer, M 2023, Breast-Density Semantic Segmentation with Probability Scaling for BI-RADS Assessment using DeepLabV3. in ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics., 25, ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, Association for Computing Machinery, 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, ACM-BCB 2023, Houston, United States, 9/3/23. https://doi.org/10.1145/3584371.3612983

Testagrose CT, Gupta V, Erdal BS, White RD, Maxwell RW, Liu X et al. Breast-Density Semantic Segmentation with Probability Scaling for BI-RADS Assessment using DeepLabV3. In ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery. 2023. 25. (ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics). doi: 10.1145/3584371.3612983

Testagrose, Conrad T. ; Gupta, Vikash ; Erdal, Barbaros S. et al. / Breast-Density Semantic Segmentation with Probability Scaling for BI-RADS Assessment using DeepLabV3. ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, 2023. (ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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