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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...
Wedi'i Gadw mewn:
| Cyhoeddwyd yn: | PLoS One |
|---|---|
| Prif Awduron: | , , , |
| Fformat: | Artigo |
| Iaith: | Inglês |
| Cyhoeddwyd: |
Public Library of Science
2018
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| Pynciau: | |
| Mynediad Ar-lein: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6285384/ https://ncbi.nlm.nih.gov/pubmed/30532223 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0208924 |
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