Abstract
Computational biomarkers are a promising area of research for the decision of neurosurgical treatment for brain tumors. These biomarkers can help to predict the biological behavior of tumors, such as their growth rate, invasiveness, and response to treatment. Computational biomarkers can play an important role in the decision-making process for the neurosurgical treatment of brain tumors. These biomarkers provide quantitative and objective measures of tumor characteristics that can help inform the choice of treatment and predict patient outcomes.
 Some potential computational biomarkers that may be useful in this context include:
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