Publications by authors named "Iuri Santana Neville Ribeiro"

Background: Classifying brain tumors accurately is crucial for treatment and prognosis. Machine learning (ML) shows great promise in improving tumor classification accuracy. This study evaluates ML algorithms for differentiating various brain tumor types.

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Article Synopsis
  • The study aimed to evaluate if reirradiation of recurrent glioblastoma with higher doses of hypofractionated stereotactic radiation therapy (HSRT) would improve patient outcomes compared to a lower dose while keeping side effects manageable.
  • A randomized trial involved 40 patients who were assigned to receive either 25 Gy in 5 fractions or 35 Gy in 5 fractions. Results showed no significant difference in progression-free survival (PFS) or overall survival (OS) between the two groups.
  • Despite a slight numerical increase in severe necrosis in the higher dose group, it was concluded that the lower dose (25 Gy/5 fx) should be the standard for HSRT due to similar effectiveness and potentially lower toxicity
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