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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Edouarde Assumpta Tsafack

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Open access Sep 2026

A lightweight hybrid feature extraction method for stroke segmentation, classification, and prediction in brain CT scans using multilayer perceptron

Timely and precise classification of stroke types is critical for immediate clinical intervention. This study aims to propose a lightweight dual-domain pipeline optimized for three-class ROI-level computed tomography (CT) stroke classification, bridging the gap between automated analysis and clinician-led diagnosis in...

Edouarde Assumpta Tsafack, Etienne Jiazet, Justin Roger Mboupda Pone et al. · 0 citations
Open access Sep 2026

A lightweight texture-based framework for stroke classification: a radiomics approach in resource-limited clinical settings

Stroke is a leading cause of mortality and long-term disability worldwide. Rapid and accurate diagnosis is critical for effective management. Although manual diagnosis remains tedious and prone to potential errors, most existing automated analysis tools rely on complex architectures that are challenging to deploy in re...

Etienne Jiazet, Ghislain Feudjio, Edouarde Assumpta Tsafack et al. · 0 citations

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