Impact of Concatenation of Digital Craniocaudal Mammography Images on a Deep-Learning Breast-Density Classifier Using Inception-V3 and ViT

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

doi:10.1109/BIBM55620.2022.9995206

Impact of Concatenation of Digital Craniocaudal Mammography Images on a Deep-Learning Breast-Density Classifier Using Inception-V3 and ViT

Conrad 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	Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022
Editors	Donald Adjeroh, Qi Long, Xinghua Shi, Fei Guo, Xiaohua Hu, Srinivas Aluru, Giri Narasimhan, Jianxin Wang, Mingon Kang, Ananda M. Mondal, Jin Liu
Pages	3399-3406
Number of pages	8
ISBN (Electronic)	9781665468190
DOIs	https://doi.org/10.1109/BIBM55620.2022.9995206
State	Published - 2022
Event	2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 - Las Vegas, United States Duration: Dec 6 2022 → Dec 8 2022

Publication series

Name	Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022

Conference

Conference	2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022
Country/Territory	United States
City	Las Vegas
Period	12/6/22 → 12/8/22

ASJC Scopus Subject Areas

Psychiatry and Mental health
Information Systems and Management
Biomedical Engineering
Medicine (miscellaneous)
Cardiology and Cardiovascular Medicine
Health Informatics

Keywords

Breast Density
Breast Imaging
Deep Learning
Mammography
Radiology
Vision Transformer

Access to Document

10.1109/BIBM55620.2022.9995206

Cite this

Testagrose, C., Gupta, V., Erdal, B. S., White, R. D., Maxwell, R. W., Liu, X., Kahanda, I., Elfayoumy, S., Klostermeyer, W., & Demirer, M. (2022). Impact of Concatenation of Digital Craniocaudal Mammography Images on a Deep-Learning Breast-Density Classifier Using Inception-V3 and ViT. In D. Adjeroh, Q. Long, X. Shi, F. Guo, X. Hu, S. Aluru, G. Narasimhan, J. Wang, M. Kang, A. M. Mondal, & J. Liu (Eds.), Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 (pp. 3399-3406). (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022). https://doi.org/10.1109/BIBM55620.2022.9995206

Impact of Concatenation of Digital Craniocaudal Mammography Images on a Deep-Learning Breast-Density Classifier Using Inception-V3 and ViT. / Testagrose, Conrad; Gupta, Vikash; Erdal, Barbaros S. et al.
Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. ed. / Donald Adjeroh; Qi Long; Xinghua Shi; Fei Guo; Xiaohua Hu; Srinivas Aluru; Giri Narasimhan; Jianxin Wang; Mingon Kang; Ananda M. Mondal; Jin Liu. 2022. p. 3399-3406 (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

Research output: Chapter or Contribution to Book › Literary contribution

Testagrose, C, Gupta, V, Erdal, BS, White, RD, Maxwell, RW, Liu, X , Kahanda, I , Elfayoumy, S, Klostermeyer, W & Demirer, M 2022, Impact of Concatenation of Digital Craniocaudal Mammography Images on a Deep-Learning Breast-Density Classifier Using Inception-V3 and ViT. in D Adjeroh, Q Long, X Shi, F Guo, X Hu, S Aluru, G Narasimhan, J Wang, M Kang, AM Mondal & J Liu (eds), Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022, pp. 3399-3406, 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022, Las Vegas, United States, 12/6/22. https://doi.org/10.1109/BIBM55620.2022.9995206

Testagrose C, Gupta V, Erdal BS, White RD, Maxwell RW, Liu X et al. Impact of Concatenation of Digital Craniocaudal Mammography Images on a Deep-Learning Breast-Density Classifier Using Inception-V3 and ViT. In Adjeroh D, Long Q, Shi X, Guo F, Hu X, Aluru S, Narasimhan G, Wang J, Kang M, Mondal AM, Liu J, editors, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. 2022. p. 3399-3406. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022). doi: 10.1109/BIBM55620.2022.9995206

Testagrose, Conrad ; Gupta, Vikash ; Erdal, Barbaros S. et al. / Impact of Concatenation of Digital Craniocaudal Mammography Images on a Deep-Learning Breast-Density Classifier Using Inception-V3 and ViT. Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. editor / Donald Adjeroh ; Qi Long ; Xinghua Shi ; Fei Guo ; Xiaohua Hu ; Srinivas Aluru ; Giri Narasimhan ; Jianxin Wang ; Mingon Kang ; Ananda M. Mondal ; Jin Liu. 2022. pp. 3399-3406 (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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AU - Maxwell, Robert W.

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Impact of Concatenation of Digital Craniocaudal Mammography Images on a Deep-Learning Breast-Density Classifier Using Inception-V3 and ViT

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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