Predicting the outcome of radiotherapy in brain metastasis by integrating the clinical and MRI-based deep learning features.

Journal: Medical physics
Published Date: Jul 6, 2022

Abstract

BACKGROUND: A considerable proportion of metastatic brain tumors progress locally despite stereotactic radiation treatment, and it can take months before such local progression is evident on follow-up imaging. Prediction of radiotherapy outcome in terms of tumor local failure is crucial for these patients and can facilitate treatment adjustments or allow for early salvage therapies.

Authors

  • Seyed Ali Jalalifar
    Department of Electrical Engineering and Computer Science, Lassonde School of Engineering, York University, Toronto, ON, Canada.
  • Hany Soliman
  • Arjun Sahgal
  • Ali Sadeghi-Naini
    Physical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.

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