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Open access Aug 2026

A Vision-Language Framework for Predicting Brain Tumor Recurrence from Multimodal, Longitudinal Patient Data

Accurate prediction of tumor recurrence in brain tumor patients following surgery is essential for optimizing adjuvant therapy, response assessment, and surveillance regimen. While MRI remains the gold standard for surveillance, integrating patient-specific clinical context may inform recurrence prediction. Traditional...

D. Tak, D. Sreedhar, H. Aerts et al. · 0 citations
Open access Aug 2026

Improved Deep Learning Segmentation of Pediatric Diffuse Midline Gliomas After Treatment.

PURPOSE To develop and validate a pediatric diffuse midline glioma (DMG) auto-segmentation tool optimized for longitudinal treatment response assessment across the disease course. MATERIALS AND METHODS In this multi-institutional retrospective study, we included patients aged 1-30 years with DMG from an institutional...

John Zielke, Francesca Romana Mussa, A. Zapaishchykova et al. · 0 citations

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