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Explainable deep learning for tumor dynamic modeling and overall survival prediction using Neural-ODE
While tumor dynamic modeling has been widely applied to support the development of oncology drugs, there remains a need to increase predictivity, enable personalized therapy, and improve decision-making. We propose the use of Tumor Dynamic Neural-ODE (TDNODE) as a pharmacology-informed neural networ...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10657412/ https://www.ncbi.nlm.nih.gov/pubmed/37980358 http://dx.doi.org/10.1038/s41540-023-00317-1 |