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Noise-robustness test for ultrasound breast nodule neural network models as medical devices
BACKGROUND: Deep learning technology has been widely applied to medical image analysis. But due to the limitations of its own imaging principle, ultrasound image has the disadvantages of low resolution and high Speckle Noise density, which not only hinder the diagnosis of patients’ conditions but al...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10325648/ https://www.ncbi.nlm.nih.gov/pubmed/37427110 http://dx.doi.org/10.3389/fonc.2023.1177225 |