Evaluation of the ability of the Brainlab Elements Cranial Distortion Correction algorithm to correct clinically relevant MRI distortions for cranial SRT.

Paul RetifAbdourahamane Djibo SidikouChristian MathisRomain LetellierEmilie Verrecchia-RamosRémi DupresXavier Michel

Published in: Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al] (2022)

The Brainlab algorithm significantly and reproducibly ameliorated MRI distortion, even with heavily distorted images. Thus, it increases the accuracy of cranial SRT lesion delineation. After further testing, this tool may be suitable for SRT of small lesions.

Keyphrases

deep learning
contrast enhanced
magnetic resonance imaging
machine learning
diffusion weighted imaging
convolutional neural network
computed tomography
neural network