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Treatment Outcome Prediction for Cancer Patients based on Radiomics and Belief Function Theory

In this study, we proposed a new radiomics-based treatment outcome prediction model for cancer patients. The prediction model is developed based on belief function theory (BFT) and sparsity learning to address the challenges of redundancy, heterogeneity, and uncertainty of radiomic features, and rel...

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Detalhes bibliográficos
Publicado no:IEEE Trans Radiat Plasma Med Sci
Main Authors: Wu, Jian, Lian, Chunfeng, Ruan, Su, Mazur, Thomas R., Mutic, Sasa, Anastasio, Mark A., Grigsby, Perry W., Vera, Pierre, Li, Hua
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6941853/
https://ncbi.nlm.nih.gov/pubmed/31903444
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TRPMS.2018.2872406
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