Name
Title | ||
|---|---|---|
Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks. |
Abstract | ||
|---|---|---|
•A thyroid cancer diagnosis model is developed.•A method is proposed by using deep neural networks together with an attention-based feature aggregation network.•A large-scale dataset consists of 7803 images from 1046 examinations is constructed.•Our method achieves comparable performance with state-of-the-art methods. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1016/j.media.2020.101665 | Medical Image Analysis |
Keywords | DocType | Volume |
Thyroid cancer,Ultrasonography,Deep neural networks,Attention mechanism | Journal | 61 |
ISSN | Citations | PageRank |
1361-8415 | 9 | 0.52 |
References | Authors | |
0 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Lituan Wang | 1 | 11 | 1.23 |
| Lei Zhang | 2 | 552 | 42.05 |
| Minjuan Zhu | 3 | 9 | 0.52 |
| Xiaofeng Qi | 4 | 24 | 2.89 |
| Zhang Yi | 5 | 512 | 34.06 |