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Active Deep Learning with Fisher Information for Patch-wise Semantic Segmentation
Deep learning with convolutional neural networks (CNN) has achieved unprecedented success in segmentation, however it requires large training data, which is expensive to obtain. Active Learning (AL) frameworks can facilitate major improvements in CNN performance with intelligent selection of minimal...
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| Publicat a: | Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2018) |
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| Autors principals: | , , , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
2018
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6235453/ https://ncbi.nlm.nih.gov/pubmed/30450490 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00889-5_10 |
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