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Sena Azamat

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Open access Jan 2026

Predicting Glioma Survival From Intratumoral Vascular Topology: A Connectional Vessel Template Approach

Gliomas exhibit aberrant angiogenesis that drives tumor progression and therapeutic resistance. Susceptibility‐weighted imaging (SWI) enables noncontrast visualization of intratumoral vasculature, but current approaches rely on summary metrics that overlook vascular topology. We developed a graph‐based framework to mod...

S. Azamat, Abdullah Bas, A. Danyeli et al. · 0 citations
#computer vision Review Sep 2026

NV-Reason-CT: 3D Visual Language Model for CT Analysis

The NV-Reason-CT model, a generative vision--language model for chest and abdominal CT combining native 3D visual encoding with radiologist-guided reasoning, and the model and training code are released to support reproducible research on explainable AI for volumetric medical imaging.

Andriy Myronenko, Dong Yang, Yu-Cheng Tang et al. · 0 citations

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