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Distillation of the clinical algorithm improves prognosis by multi-task deep learning in high-risk Neuroblastoma
We introduce the CDRP (Concatenated Diagnostic-Relapse Prognostic) architecture for multi-task deep learning that incorporates a clinical algorithm, e.g., a risk stratification schema to improve prognostic profiling. We present the first application to survival prediction in High-Risk (HR) Neuroblas...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6285384/ https://www.ncbi.nlm.nih.gov/pubmed/30532223 http://dx.doi.org/10.1371/journal.pone.0208924 |