Name
Title | ||
|---|---|---|
Diagnosis of Infantile Hip Dysplasia With B-Mode Ultrasound via Two-Stage Meta-Learning Based Deep Exclusivity Regularized Machine |
Abstract | ||
|---|---|---|
The B-mode ultrasound (BUS) based computer-aided diagnosis (CAD) has shown its effectiveness for developmental dysplasia of the hip (DDH) in infants. In this work, a two-stage meta-learning based deep exclusivity regularized machine (TML-DERM) is proposed for the BUS-based CAD of DDH. TML-DERM integrates deep neural network (DNN) and exclusivity regularized machine into a unified framework to simu... |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1109/JBHI.2021.3093649 | IEEE Journal of Biomedical and Health Informatics |
Keywords | DocType | Volume |
Classification algorithms,Training,Hip,Support vector machines,Ultrasonic imaging,Task analysis,Feature extraction | Journal | 26 |
Issue | ISSN | Citations |
1 | 2168-2194 | 1 |
PageRank | References | Authors |
0.35 | 0 | 9 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Bangming Gong | 1 | 1 | 0.35 |
| Jing Shi | 2 | 1 | 0.35 |
| Xiangmin Han | 3 | 3 | 1.73 |
| Huan Zhang | 4 | 1 | 0.35 |
| Yuemin Huang | 5 | 1 | 0.35 |
| Liwei Hu | 6 | 1 | 0.35 |
| Jun Wang | 7 | 1 | 0.35 |
| Jun Du | 8 | 1 | 0.35 |
| Jun Shi | 9 | 1 | 0.35 |