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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Technol Cancer Res Treat
Prif Awduron: Sheng, Yang, Zhang, Jiahan, Wang, Chunhao, Yin, Fang-Fang, Wu, Q. Jackie, Ge, Yaorong
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: SAGE Publications 2019
Pynciau:
Artificial Intelligence Based Treatment Planning for Radiotherapy
Mynediad Ar-lein: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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