How Reliable Are Volumetric Techniques for High-Grade Gliomas? A Comparison Study of Different Available Tools.

Pietro ZeppaLuca NeitzertMarco MammiMatteo MonticelliRoberto AltieriMargherita CastaldoFabio CofanoAlda BorrèFrancesco ZengaAntonio MelcarneDiego Garbossa

Published in: Neurosurgery (2022)

The considered segmentation tools showed high agreement in preoperative volumetric assessment. Both manual and semi-automated software appear adequate for the postoperative quantification of residual volume. The evaluated automated software is not yet reliable. Automated software considerably reduces the time expenditure.

Keyphrases

high grade
deep learning
machine learning
high throughput
patients undergoing
low grade
data analysis
convolutional neural network