Name
Title | ||
|---|---|---|
Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis |
Abstract | ||
|---|---|---|
Early diagnosis of interstitial lung diseases is crucial for their treatment, but even experienced physicians find it difficult, as their clinical manifestations are similar. In order to assist with the diagnosis, computer-aided diagnosis systems have been developed. These commonly rely on a fixed scale classifier that scans CT images, recognizes textural lung patterns, and generates a map of path... |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1109/JBHI.2016.2636929 | IEEE Journal of Biomedical and Health Informatics |
Keywords | Field | DocType |
Lungs,Biomedical imaging,Training,Databases,Computed tomography,Knowledge engineering,Machine learning | CAD,Computer vision,Pattern recognition,Convolutional neural network,Computer science,Transfer of learning,Pattern analysis,Artificial intelligence,Classifier (linguistics),Machine learning | Journal |
Volume | Issue | ISSN |
21 | 1 | 2168-2194 |
Citations | PageRank | References |
10 | 0.61 | 0 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| S Christodoulidis | 1 | 160 | 10.20 |
| Marios Anthimopoulos | 2 | 247 | 13.75 |
| Lukas Ebner | 3 | 136 | 5.78 |
| A Christe | 4 | 142 | 6.05 |
| Stavroula G Mougiakakou | 5 | 342 | 28.61 |