Name
Title | ||
|---|---|---|
Automatic diagnosis of fungal keratitis using data augmentation and image fusion with deep convolutional neural network. |
Abstract | ||
|---|---|---|
•A novel CNN framework for the automatic diagnosis of fungal keratitis is proposed.•A normal image is augmented by flipping.•A sub-area contrast stretching algorithm is proposed for image preprocessing.•A histogram matching fusion algorithm is implemented and new databases are formed.•The traditional CNN is integrated into the novel algorithm framework. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1016/j.cmpb.2019.105019 | Computer Methods and Programs in Biomedicine |
Keywords | DocType | Volume |
Diagnosis of fungal keratitis,Cornea confocal microscopic images,Convolutional neural network,Image fusion | Journal | 187 |
Issue | ISSN | Citations |
C | 0169-2607 | 1 |
PageRank | References | Authors |
0.34 | 0 | 8 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Zhi Liu | 1 | 23 | 14.28 |
| Yankun Cao | 2 | 3 | 4.74 |
| Yujun Li | 3 | 104 | 18.20 |
| Xiaoyan Xiao | 4 | 1 | 1.69 |
| Qingchen Qiu | 5 | 5 | 1.73 |
| Meijun Yang | 6 | 1 | 0.34 |
| Yuefeng Zhao | 7 | 4 | 2.75 |
| Li-zhen Cui | 8 | 282 | 71.41 |