Detection of Microcalcifications in Mammograms Based on Hyper Faster R-CNN

Author:

Chen Zhili1,Zhao Zhimin1,Abubakar Abba Adamu1

Affiliation:

1. School of Information and Control Engineering, Shenyang Jianzhu University, China

Funder

Key Research & Development Project of Liaoning Province

Key Project of Liaoning Provincial Department of Education

National Natural Science Foundation of China

Publisher

ACM

Reference19 articles.

1. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

2. F D Zhang , L Luo , X W Sun , Z Zhou , X L Li , Y Z Yu and Y Z Wang . 2019 . Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2019, pp. 12570 - 12578 , doi: 10.1109/CVPR.2019.01286. 10.1109/CVPR.2019.01286 F D Zhang, L Luo, X W Sun, Z Zhou, X L Li, Y Z Yu and Y Z Wang. 2019. Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, pp. 12570-12578, doi: 10.1109/CVPR.2019.01286.

3. A microcalcification cluster detection method based on deep learning and multi-scale feature fusion

4. Z J Cao , Z C Yang , X Y Zhuo , R S Lin , S B Wu , L Y Huang , M Han , Y B Zhang and J Ma . 2019 . DeepLIMa: Deep Learning Based Lesion Identification in Mammograms. 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) , pp. 362 - 370 , doi: 10.1109/ICCVW.2019.00047. 10.1109/ICCVW.2019.00047 Z J Cao, Z C Yang, X Y Zhuo, R S Lin, S B Wu, L Y Huang, M Han, Y B Zhang and J Ma. 2019. DeepLIMa: Deep Learning Based Lesion Identification in Mammograms. 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), pp. 362-370, doi: 10.1109/ICCVW.2019.00047.

5. A new method of micro-calcifications detection in digitized mammograms based on improved simplified PCNN

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