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Systematic comparison of multi-omics survival models reveals a widespread lack of noise resistance
As observed in several previous studies, integrating more molecular modalities in multi-omics cancer survival models may not always improve model accuracy. In this study, we compared eight deep learning and four statistical integration techniques for survival prediction on 17 multi-omics datasets, e...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162996/ https://www.ncbi.nlm.nih.gov/pubmed/37159669 http://dx.doi.org/10.1016/j.crmeth.2023.100461 |