A situational awareness Bayesian network approach for accurate and credible personalized adaptive radiotherapy outcomes prediction in lung cancer patients-Reference-Cited by-同舟云学术

A situational awareness Bayesian network approach for accurate and credible personalized adaptive radiotherapy outcomes prediction in lung cancer patients

Published:2021-07 Issue: Volume:87 Page:11-23
ISSN:1120-1797
Container-title:Physica Medica
language:en
Short-container-title:Physica Medica

Author:

Luo Yi^ORCID,Jolly Shruti,Palma David,Lawrence Theodore S.^ORCID,Tseng Huan-Hsin,Valdes Gilmer,McShan Daniel,Ten Haken Randall K.,El Naqa Issam

Funder

National Institutes of Health

Publisher

Elsevier BV

Subject

General Physics and Astronomy,Radiology, Nuclear Medicine and imaging,General Medicine,Biophysics

Reference42 articles.

1. The role of machine learning in knowledge-based response-adapted radiotherapy;Tseng;Front Oncol,2018

2. Gilpin LH, Bau D, Yuan BZ, Bajwa A, Specter M, Kagal L. Explaining explanations: an overview of interpretability of machine learning. In: 2018 Ieee 5th Int Conf Data Sci Adv Anal 2018:80–9. https://doi.org/10.1109/Dsaa.2018.00018.

3. Development of a fully cross-validated Bayesian network approach for local control prediction in lung cancer;Luo;IEEE Trans Radiat Plasma Med Sci,2019

4. A multiobjective Bayesian networks approach for joint prediction of tumor local control and radiation pneumonitis in nonsmall-cell lung cancer (NSCLC) for response-adapted radiotherapy;Luo;Med Phys,2018

5. Unraveling biophysical interactions of radiation pneumonitis in non-small-cell lung cancer via Bayesian network analysis;Luo;Radiother Oncol,2017

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