Name
Title | ||
|---|---|---|
Dual-branch combination network (DCN): Towards accurate diagnosis and lesion segmentation of COVID-19 using CT images |
Abstract | ||
|---|---|---|
•We develop a dual-branch combination network (DCN) for combined segmentation and classification of COVID-19 using CT images.•Inspired by the attention mechanism, we propose a lesion attention (LA) module to improve the sensitivity to CT images with small lesions and facilitate early screening of COVID-19.•The LA module provide accurate attention maps to improve the interpretability of the network and contribute to further assessment of the classification result. |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1016/j.media.2020.101836 | Medical Image Analysis |
Keywords | DocType | Volume |
COVID-19,Combined segmentation and classification,Attention,CT image | Journal | 67 |
ISSN | Citations | PageRank |
1361-8415 | 6 | 0.64 |
References | Authors | |
15 | 12 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Kai Gao | 1 | 78 | 39.46 |
| Jianpo Su | 2 | 10 | 1.03 |
| Zhongbiao Jiang | 3 | 6 | 0.64 |
| Ling-li Zeng | 4 | 25 | 6.79 |
| Zhichao Feng | 5 | 6 | 0.64 |
| Hui Shen | 6 | 134 | 15.32 |
| Pengfei Rong | 7 | 6 | 0.64 |
| Xin Xu | 8 | 1365 | 100.22 |
| Jian Qin | 9 | 15 | 1.79 |
| Yuexiang Yang | 10 | 6 | 0.64 |
| Wei Wang | 11 | 6 | 0.64 |
| Dewen Hu | 12 | 1290 | 101.20 |