Incorporating Case-Based Reasoning for Radiation Therapy Knowledge Modeling: A Pelvic Case Study

Knowledge models in radiotherapy capture the relation between patient anatomy and dosimetry to provide treatment planning guidance. When treatment schemes evolve, existing models struggle to predict accurately. We propose a case-based reasoning framework designed to handle novel anatomies that are o...

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Bibliografiske detaljer
Udgivet i:Technol Cancer Res Treat
Main Authors: Sheng, Yang, Zhang, Jiahan, Wang, Chunhao, Yin, Fang-Fang, Wu, Q. Jackie, Ge, Yaorong
Format: Artigo
Sprog:Inglês
Udgivet: SAGE Publications 2019
Fag:
Artificial Intelligence Based Treatment Planning for Radiotherapy
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6743195/
https://ncbi.nlm.nih.gov/pubmed/31510886
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/1533033819874788
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