Abstract | ||
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•A deep domain adaptation method based on adversarial learning to transfer the knowledge of a public dataset to our target dataset.•A two stage method was developed to solve the different levels annotated datasets, i.e., the image level and the case level.•A real world case level dataset is constructed by collecting mammography images from a hospital. |
Year | DOI | Venue |
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2021 | 10.1016/j.media.2021.102147 | Medical Image Analysis |
Keywords | DocType | Volume |
Adversarial domain adaptation,Breast cancer screening,Mammography,Transfer learning | Journal | 73 |
ISSN | Citations | PageRank |
1361-8415 | 1 | 0.36 |
References | Authors | |
0 | 6 |
Name | Order | Citations | PageRank |
---|---|---|---|
Yan Wang | 1 | 164 | 39.53 |
Yangqin Feng | 2 | 1 | 0.70 |
Lei Zhang | 3 | 552 | 42.05 |
Zizhou Wang | 4 | 1 | 0.36 |
Qing Lv | 5 | 8 | 1.22 |
Zhang Yi | 6 | 121 | 13.45 |