Author

M. A. Moni

2 papers indexed here

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Open access Sep 2026

Ischemic Stroke Detection, Segmentation, and Volume Estimation using Multi-sequence MRI Data with Missing Sequences

A unified framework that leverages graph neural networks and sequence-specific feature modeling for comprehensive ischemic stroke analysis from MRI is presented, designed to detect ischemic stroke, segment lesions, and estimate lesion volume from multi-sequence MRI data, while accommodating incomplete combinations of M...

Z. Lu, S. Uddin, S. Uribe et al. · medRxiv · 0 citations

Open access Aug 2026

Clinically Generalisable End-to-End Graph Learning for CT Image-Based Multitask Stroke Diagnosis

The Intelligent Integrated Stroke Diagnosis System IISDS is presented, an end-to-end deep learning framework built upon StrokeGNN, a graph-based architecture that integrates 3D contextual feature extraction with U-Net-based 2D lesion segmentation to enable comprehensive stroke analysis from non-contrast CT scans.

Z. Lu, S. Uddin, S. Uribe et al. · medRxiv · 0 citations