Computer-Extracted Texture Features to Distinguish Cerebral Radionecrosis from Recurrent Brain Tumors on Multiparametric MRI: A Feasibility Study.

Pallavi Tiwari Prateek Prasanna Leo Wolansky Marco Aurélio Pinho de Oliveira M Cohen Ameya Nayate Amit Gupta Gagandeep Singh Kimmo J Hatanpaa Andrew E Sloan Lisa R Rogers Anant Madabhushi

Published in: AJNR. American journal of neuroradiology (2016)

Our preliminary results suggest that radiomic features may provide complementary diagnostic information on routine MR imaging sequences that may improve the distinction of radiation necrosis from recurrence for both primary and metastatic brain tumors.

Keyphrases

contrast enhanced
magnetic resonance imaging
squamous cell carcinoma
small cell lung cancer
computed tomography
magnetic resonance
clinical practice
diffusion weighted imaging
healthcare
free survival
machine learning
radiation induced
radiation therapy
social media