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Effective and efficient active learning for deep learning-based tissue image analysis
MOTIVATION: Deep learning attained excellent results in digital pathology recently. A challenge with its use is that high quality, representative training datasets are required to build robust models. Data annotation in the domain is labor intensive and demands substantial time commitment from exper...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079352/ https://www.ncbi.nlm.nih.gov/pubmed/36943380 http://dx.doi.org/10.1093/bioinformatics/btad138 |