Automated Color-Coding of Lesion Changes in Contrast-Enhanced 3D T1-Weighted Sequences for MRI Follow-up of Brain Metastases.

David Zopfs Kai Roman Laukamp Robert Peter Reimer Nils Große Hokamp Christoph Kabbasch Jan Borggrefe Lenhard Pennig Alexander Christian Bunck Marc Schlamann Simon Lennartz

Published in: AJNR. American journal of neuroradiology (2022)

Compared with the conventional reading, automated color-coding of lesion changes in follow-up examinations of patients with brain metastases significantly increased the rate of correct diagnoses and resulted in higher diagnostic certainty.

Keyphrases

brain metastases
contrast enhanced
small cell lung cancer
diffusion weighted
magnetic resonance imaging
magnetic resonance
deep learning
machine learning
computed tomography
high throughput
diffusion weighted imaging
working memory
dual energy