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Limited generalizability of single deep neural network for surgical instrument segmentation in different surgical environments
Clarifying the generalizability of deep-learning-based surgical-instrument segmentation networks in diverse surgical environments is important in recognizing the challenges of overfitting in surgical-device development. This study comprehensively evaluated deep neural network generalizability for su...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307578/ https://www.ncbi.nlm.nih.gov/pubmed/35869249 http://dx.doi.org/10.1038/s41598-022-16923-8 |