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How much off-the-shelf knowledge is transferable from natural images to pathology images?
Deep learning has achieved a great success in natural image classification. To overcome data-scarcity in computational pathology, recent studies exploit transfer learning to reuse knowledge gained from natural images in pathology image analysis, aiming to build effective pathology image diagnosis mo...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Public Library of Science
2020
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7556818/ https://www.ncbi.nlm.nih.gov/pubmed/33052964 http://dx.doi.org/10.1371/journal.pone.0240530 |