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Development of a Fully Cross-Validated Bayesian Network Approach for Local Control Prediction in Lung Cancer

The purpose of this study is to demonstrate that a Bayesian network (BN) approach can explore hierarchical biophysical relationships that influence tumor response and predict tumor local control (LC) in non–small-cell lung cancer (NSCLC) patients before and during radiotherapy from a large-scale dat...

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Publicat a:IEEE Trans Radiat Plasma Med Sci
Autors principals: Luo, Yi, McShan, Daniel, Ray, Dipankar, Matuszak, Martha, Jolly, Shruti, Lawrence, Theodore, Ming Kong, Feng, Ten Haken, Randall, El Naqa, Issam
Format: Artigo
Idioma:Inglês
Publicat: 2018
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6404542/
https://ncbi.nlm.nih.gov/pubmed/30854500
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TRPMS.2018.2832609
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