Automated Intensity Modulated Radiation Therapy Treatment Planning for Cervical Cancer Based on Convolution Neural Network.

CONCLUSIONS: For cervical cancer, automatic IMRT plans optimized from the CNN generated objectives have superior dose sparing without compromising of target dose. It significantly reduced the planning time. PMID: 33016230 [PubMed - in process]

https://www.ncbi.nlm.nih.gov/pubmed/33016230?dopt=Abstract

Source: Technology in Cancer Research and Treatment - December 31, 2019 Category: Cancer & Oncology Authors: Jihong C, Penggang B, Xiuchun Z, Kaiqiang C, Wenjuan C, Yitao D, Jiewei Q, Kerun Q, Jing Z, Tianming W Tags: Technol Cancer Res Treat Source Type: research