Implementation of machine learning in the clinic: challenges and lessons in prospective deployment from the System for High Intensity EvaLuation During Radiation Therapy (SHIELD-RT) randomized controlled study

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作者
Hong, Julian C. [1 ,2 ,3 ]
Eclov, Neville C. W. [3 ]
Stephens, Sarah J. [3 ]
Mowery, Yvonne M. [3 ,4 ]
Palta, Manisha [3 ,5 ]
机构
[1] Department of Radiation Oncology, University of California, San Francisco, 1825 Fourth Street, Suite L1101, San Francisco,CA,94158, United States
[2] Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco,CA, United States
[3] Department of Radiation Oncology, Duke University, Durham,NC, United States
[4] Department of Head and Neck Surgery and Communication Sciences, Duke University, Durham,NC, United States
[5] Duke Cancer Institute, Duke University, Durham,NC, United States
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Radiotherapy
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