Name
Title | ||
|---|---|---|
Two-Stream Collaborative Network for Multi-label Chest X-ray Image Classification with Lung Segmentation |
Abstract | ||
|---|---|---|
•A dual-stream collaborative network framework is proposed.•The global and local modalities of the CXR images are jointly considered.•A novel adaptive weighting scheme is developed.•The importance of different modalities is self-tuned for robust disease analysis.•Extensive experiments demonstrate the effectiveness of the proposed learning scheme, yielding encouraging performance. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1016/j.patrec.2020.04.016 | Pattern Recognition Letters |
Keywords | DocType | Volume |
Two-stream collaborative network,Lung segmentation,Self-adaptive weighted fusion,Multi-label CXR image classification | Journal | 135 |
ISSN | Citations | PageRank |
0167-8655 | 1 | 0.36 |
References | Authors | |
0 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Bingzhi Chen | 1 | 4 | 1.75 |
| Zheng Zhang | 2 | 549 | 40.45 |
| Jianyong Lin | 3 | 1 | 0.36 |
| Yi Chen | 4 | 1 | 0.36 |
| Lu Guangming | 5 | 786 | 62.39 |