Development and Validation of a Deep Learning-Based Model to Distinguish Glioblastoma from Solitary Brain Metastasis Using Conventional MR Images.

Ilah Shin Hwiyoung Kim Sung Soo Ahn Beomseok Sohn Sohi Bae Jie Eun Park Ho Sung Kim Seung-Koo Lee

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

A deep learning-based model may be a supportive tool for preoperative discrimination between glioblastoma and solitary brain metastasis using conventional MR images.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
white matter
resting state
machine learning
magnetic resonance
contrast enhanced
patients undergoing
cerebral ischemia
optical coherence tomography
rare case