Automated Detection and Segmentation of Brain Metastases in Malignant Melanoma: Evaluation of a Dedicated Deep Learning Model.

Lenhard Pennig Rahil Shahzad L Caldeira Simon Lennartz Frank O Thiele Lukas Goertz David Zopfs Anna-Katharina Meissner Gina Fürtjes M Perkuhn Christoph Kabbasch Stefan J Grau Jan Borggrefe Kai Roman Laukamp

Published in: AJNR. American journal of neuroradiology (2021)

Deep learning-based automated detection and segmentation of brain metastases in malignant melanoma yields high detection and segmentation accuracy with false-positive findings of <1 per scan.

Keyphrases

deep learning
brain metastases
convolutional neural network
small cell lung cancer
artificial intelligence
machine learning
loop mediated isothermal amplification
real time pcr
label free