Development and validation of a deep-learning model for detecting brain metastases on 3D post-contrast MRI: a multi-center multi-reader evaluation study.

Shaohan YinXiao LuoYadi YangYing ShaoLidi MaCuiping LinQiuxia YangDeling WangYingwei LuoZhijun MaiWeixiong FanDechun ZhengJianpeng LiFengyan ChengYuhui ZhangXinwei ZhongFangmin ShenGuohua ShaoJiahao WuYing SunHuiyan LuoChaofeng LiYaozong GaoDinggang ShenRong Zhang Chuan-Miao Xie

Published in: Neuro-oncology (2022)

BMD enables accurate BM detection. Reading with BMD improves radiologists' detection sensitivity and reduces their reading times.

Keyphrases

brain metastases
deep learning
small cell lung cancer
loop mediated isothermal amplification
working memory
contrast enhanced
artificial intelligence
real time pcr
label free
magnetic resonance
machine learning
computed tomography
convolutional neural network
diffusion weighted imaging