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Comparative analysis of high- and low-level deep learning approaches in microsatellite instability prediction
Deep learning-based approaches in histopathology can be largely divided into two categories: a high-level approach using an end-to-end model and a low-level approach using feature extractors. Although the advantages and disadvantages of both approaches are empirically well known, there exists no sci...
| 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/PMC9293930/ https://www.ncbi.nlm.nih.gov/pubmed/35851285 http://dx.doi.org/10.1038/s41598-022-16283-3 |