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Prediction of the treatment response and local failure of patients with brain metastasis treated with stereotactic radiosurgery using machine learning: A systematic review and meta-analysis.

Mohammad Amin HabibiFarhang RashidiAdriana HabibzadehEhsan MehrtabarMohammad Reza ArshadiMohammad Sina Mirjani
Published in: Neurosurgical review (2024)
ML holds promise in predicting treatment response and local failure in brain metastasis patients receiving SRS. However, further studies and improvements in the treatment process can refine the models and effectively integrate them into clinical practice.
Keyphrases
  • clinical practice
  • resting state
  • white matter
  • functional connectivity
  • cerebral ischemia
  • big data
  • machine learning
  • brain injury
  • deep learning
  • replacement therapy
  • subarachnoid hemorrhage