A New Approach to Quantify and Grade Radiation Dermatitis Using Deep-Learning Segmentation in Skin Photographs

Y I Park,S H Choi,C-S Hong,M-S Cho,J Son,M C Han,J Kim, H Kim,D W Kim,J S Kim

Clinical Oncology（2023）

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摘要

•The severity of radiation dermatitis can be segmented using skin photographs.•Skin-dose distribution was important to segment the occurrence and severity of radiation dermatitis.•Radiation dermatitis segmentation can objectify radiation dermatitis grade and evaluate the correlation with skin dose.

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关键词

Convolutional neural networks,dermatitis grading scale,radiation dermatitis,radiation therapy,skin toxicity,skin-dose distribution

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