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SGD-Net: Intelligent Diagnostic and Predictive System for Stroke Using MRI images

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SGD-Net: Intelligent Diagnostic and Predictive System for Stroke Using MRI images

Stroke causes healthcare burden. Neuroimaging-based AI integration for in-depth stroke analysis helps stroke care. The Semantic Segmentation Guided Detector Network (SGD-Net) applies 2-stage models to accurately segment and quantify ischemic lesions on brain MRI images. Lesion-based semantic and radiomic analysis and feature fusion precisely predict outcomes, stroke etiology, and large artery stenosis. SGD-Net integrates neurology and neuroimaging, making it highly valuable and applicable.

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  • Pavilion:Future Tech AIoT & Smart Applications FK06

  • Affiliated Ministry:National Science and Technology Council

  • Application Field:Information & Communications

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  • Technology maturity:Prototype

  • Exhibiting purpose:Display of scientific results

  • Trading preferences:Negotiate by self

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