Automated Detection of Brain Metastases on T1-Weighted MRI Using a Convolutional Neural Network: Impact of Volume Aware Loss and Sampling Strategy.

Gabriel ChartrandRamón D EmilianiSophie A PawlowskiDaniel A MarkelHouda BahigAlexandre Cengarle-SamakSelvan RajakesariJeremi LavoieSimon DucharmeDavid Roberge

Published in: Journal of magnetic resonance imaging : JMRI (2022)

3 TECHNICAL EFFICACY: Stage 2.

Keyphrases

convolutional neural network
brain metastases
deep learning
contrast enhanced
small cell lung cancer
magnetic resonance imaging
magnetic resonance
machine learning
loop mediated isothermal amplification
diffusion weighted imaging
high throughput
label free
network analysis