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Author

Carolina Lopes

2 papers indexed here

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Open access Sep 2026

Age-Stratified Survival Patterns in Adults with Nonmalignant Intracranial Meningioma: A Population-Based SEER Cohort Study.

BACKGROUND Nonmalignant intracranial meningiomas are common primary CNS tumors with favorable prognosis, yet survival patterns across adulthood remain incompletely characterized. This study aims to evaluate age-stratified overall survival according to sex, race, ethnicity, tumor size, and surgical history. METHODS Th...

Tiffany M. San, Collin W. Soderstrom, Carolina Lopes et al. · 0 citations
#explainable ai Sep 2026

Predicting Craniospinal Surgery in Pediatric Achondroplasia: Benchmarking Statistical Inference and Explainable AI Under Rare-Disease Constraints.

In a reproducible dual-stream benchmark, XAI improved discrimination over conventional inference by capturing clinically contextualized, complex nonlinear predictive dependencies and interactions associated with cranial and spinal surgical risk in achondroplasia using preoperative variables.

S. Gholampour, Jesse Huang, Dylan S. Keusch et al. · 0 citations

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