Segmentation of Brain Metastases Using Background Layer Statistics (BLAST).

Chinthaka C Heyn Alan R Moody Chia-Lin Tseng Erin Wong Heejun Kang Anish N KapadiaPeter HowardPejman Jabehdar Maralani Sean Symons Maged Goubran Anne L Martel Hanbo Chen Sten Myrehaug Jay S Detsky Arjun Sahgal Hany Soliman

Published in: AJNR. American journal of neuroradiology (2023)

We show accurate and reproducible segmentation of brain metastases using BLAST and demonstrate its potential as a tool for radiation planning and evaluating treatment response.

Keyphrases

brain metastases
small cell lung cancer
convolutional neural network
deep learning
high resolution
machine learning
radiation induced