Tissues margin-based analytical anisotropic algorithm boosting method via deep learning attention mechanism with cervical cancer.

Bo YangYaoying LiuZhaocai ChenZhiqun WangQichao ZhouJie Qiu

Published in: International journal of computer assisted radiology and surgery (2022)

The proposed novel tissues margin-based dose conversion method can significantly improve the dose accuracy of Analytical Anisotropic Algorithm to be comparable to AXB algorithm. It can potentially improve the efficiency of treatment planning process with low demanding of computation resources.

Keyphrases

deep learning
machine learning
artificial intelligence
gene expression
convolutional neural network
neural network
liquid chromatography
working memory
mass spectrometry