Name
Title | ||
|---|---|---|
Multiscale Rotation-Invariant Convolutional Neural Networks for Lung Texture Classification. |
Abstract | ||
|---|---|---|
We propose a new multiscale rotation-invariant convolutional neural network (MRCNN) model for classifying various lung tissue types on high-resolution computed tomography. MRCNN employs Gabor-local binary pattern that introduces a good property in image analysis-invariance to image scales and rotations. In addition, we offer an approach to deal with the problems caused by imbalanced number of samp... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1109/JBHI.2017.2685586 | IEEE Journal of Biomedical and Health Informatics |
Keywords | Field | DocType |
Lungs,Feature extraction,Informatics,Support vector machines,Neural networks,Biomedical imaging,Computed tomography | Computer vision,Binary pattern,Pattern recognition,Medical imaging,Convolutional neural network,Computer science,Support vector machine,Feature extraction,Artificial intelligence,Invariant (mathematics),Computed tomography,Artificial neural network | Journal |
Volume | Issue | ISSN |
22 | 1 | 2168-2194 |
Citations | PageRank | References |
6 | 0.50 | 45 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Qiangchang Wang | 1 | 6 | 0.50 |
| Yuanjie Zheng | 2 | 671 | 55.01 |
| Gongping Yang | 3 | 414 | 42.17 |
| Weidong Jin | 4 | 6 | 0.50 |
| Xinjian Chen | 5 | 39 | 7.50 |
| Yilong Yin | 6 | 966 | 135.80 |