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Impact of localized fine tuning in the performance of segmentation and classification of lung nodules from computed tomography scans using deep learning
BACKGROUND: Algorithm malfunction may occur when there is a performance mismatch between the dataset with which it was developed and the dataset on which it was deployed. METHODS: A baseline segmentation algorithm and a baseline classification algorithm were developed using public dataset of Lung Im...
| 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/PMC10088514/ https://www.ncbi.nlm.nih.gov/pubmed/37056345 http://dx.doi.org/10.3389/fonc.2023.1140635 |