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Interpretation and Visualization Techniques for Deep Learning Models in Medical Imaging
Deep learning approaches to medical image analysis tasks have recently become popular; however, they suffer from a lack of human interpretability critical for both increasing understanding of the methods’ operation and enabling clinical translation. This review summarizes currently available methods...
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| Pubblicato in: | Phys Med Biol |
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| Autori principali: | , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2021
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8236074/ https://ncbi.nlm.nih.gov/pubmed/33227719 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1361-6560/abcd17 |
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