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X. Nie

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Open access Sep 2026

Parameter-free dual-student ensemble for semi-supervised ischemic stroke segmentation on follow-up NCCT

Introduction Non-contrast computed tomography (NCCT) is widely used for post-treatment monitoring of patients with ischemic stroke due to its rapid acquisition, low cost, and non-invasiveness. Segmentation of ischemic lesions on NCCT images is critical for assessing disease severity and guiding clinical decision-making...

Yu-Qing Sha, Long Wang, Chao Huang et al. · 0 citations
Review Jul 2026

Low-Field Magnetic Resonance Imaging in Critical Care of Stroke.

Low-field magnetic resonance imaging (LF-MRI) has recently emerged as a novel approach to extend MRI capability into critical care environments and offers a unique opportunity to support repeated imaging during periods when neurological examination is unreliable or limited.

Lina Zheng, Z. Law, X. Nie et al. · 0 citations

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