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Handling missing MRI sequences in deep learning segmentation of brain metastases: a multicenter study
The purpose of this study was to assess the clinical value of a deep learning (DL) model for automatic detection and segmentation of brain metastases, in which a neural network is trained on four distinct MRI sequences using an input-level dropout layer, thus simulating the scenario of missing MRI s...
| 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/PMC7900111/ https://www.ncbi.nlm.nih.gov/pubmed/33619361 http://dx.doi.org/10.1038/s41746-021-00398-4 |