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Causal Inference in Radiomics: Framework, Mechanisms, and Algorithms
The widespread use of machine learning algorithms in radiomics has led to a proliferation of flexible prognostic models for clinical outcomes. However, a limitation of these techniques is their black-box nature, which prevents the ability for increased mechanistic phenomenological understanding. In...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9261933/ https://www.ncbi.nlm.nih.gov/pubmed/35812228 http://dx.doi.org/10.3389/fnins.2022.884708 |