Predicting necessity of daily online adaptive replanning based on wavelet image features for MRI guided adaptive radiation therapy

Haidy G Nasief,Abdul K Parchur,Eenas Omari,Ying Zhang,Xinfeng Chen,Eric Paulson,William A Hall,Beth Erickson,X Allen Li

Radiotherapy and Oncology（2022）

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摘要

•A method to determine the necessity of OLAR during MRgART.•A framework to extract wavelet multiscale features from daily MRI during MRgART.•A machine learning classifier to determine when OLAR is beneficial during MRgART.

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关键词

MRI-guided adaptive radiation therapy,Online adaptive replanning,MR-linac,Wavelets,Pancreatic cancer

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