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Impact of GAN-based lesion-focused medical image super-resolution on the robustness of radiomic features
Robust machine learning models based on radiomic features might allow for accurate diagnosis, prognosis, and medical decision-making. Unfortunately, the lack of standardized radiomic feature extraction has hampered their clinical use. Since the radiomic features tend to be affected by low voxel stat...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8560955/ https://www.ncbi.nlm.nih.gov/pubmed/34725417 http://dx.doi.org/10.1038/s41598-021-00898-z |