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Author

Patricia García-Berlanga

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Aug 2026

Detection of Vascular Pathologies in Non-contrast Magnetic Resonance Images for Early Screening

Practical recommendations for automated segmentation and future validation requirements are outlined: favor self-configuring frameworks like nnU-Net when compute resources permit, consider lightweight 2D models such as YOLOv8 for fast screening, and ensure rigorous cross-site validation before potential clinical use.

Patricia García-Berlanga, Juan Zapata, J. Martínez-Alajarín et al. · 0 citations

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