The Role of Machine Learning in Knowledge-Based Response-Adapted Radiotherapy

The Role of Machine Learning in Knowledge-Based Response-Adapted Radiotherapy

With the continuous increase in radiotherapy patient-specific data from multimodality imaging and biotechnology molecular sources, knowledge-based response-adapted radiotherapy (KBR-ART) is emerging as a vital area for radiation oncology personalized treatment. In KBR-ART, planned dose distributions...

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Bibliographic Details
Main Authors: Huan-Hsin Tseng, Yi Luo, Randall K. Ten Haken, Issam El Naqa
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-07-01
Series:Frontiers in Oncology
Subjects:
adaptive radiotherapy
personalized treatment
deep learning
statistical learning
big data
Online Access:https://www.frontiersin.org/article/10.3389/fonc.2018.00266/full

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