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The Utility of Applying Various Image Preprocessing Strategies to Reduce the Ambiguity in Deep Learning-based Clinical Image Diagnosis
PURPOSE: A general problem of machine-learning algorithms based on the convolutional neural network (CNN) technique is that the reason for the output judgement is unclear. The purpose of this study was to introduce a strategy that may facilitate better understanding of how and why a specific judgeme...
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| Publicado no: | Magn Reson Med Sci |
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| Main Authors: | , , , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Japanese Society for Magnetic Resonance in Medicine
2019
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7232029/ https://ncbi.nlm.nih.gov/pubmed/31080211 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2463/mrms.mp.2019-0021 |
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