Automated segmentation of brain metastases with deep learning: a multi-center, randomized crossover, multi-reader evaluation study.

Xiao LuoYadi YangShaohan YinHui LiYing ShaoDechun ZhengXinchun LiJianpeng LiWeixiong FanJing LiXiaohua BanShanshan LianYun ZhangQiuxia YangWeijing ZhangCheng ZhangLidi MaYingwei LuoFan ZhouShiyuan WangCuiping LinJiao LiMa LuoJianxun HeGuixiao XuYaozong GaoDinggang ShenYing SunYonggao MouRong Zhang Chuan-Miao Xie

Published in: Neuro-oncology (2024)

The BMSS can be optimally applied to improve the efficiency of brain metastasis delineation in clinical practice.

Keyphrases

deep learning
brain metastases
double blind
clinical practice
open label
small cell lung cancer
convolutional neural network
placebo controlled
artificial intelligence
machine learning
clinical trial
phase iii
high throughput
randomized controlled trial
multiple sclerosis
blood brain barrier