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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

G. Foresti

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2 papers indexed here

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Aug 2026

Semantic-Aware Semi-Supervised Systematic Segmentation for Brain Magnetic Resonance Image.

Accurate segmentation of brain MRI images is essential for early diagnosis and prevention of brain tumors and strokes. However, it is challenging due to data scarcity, domain shift, complexity, and blurred edges. Recent methods use mean-teacher model learning for the semantic details of an individual image based on the...

Hussain Ahmad Madni, Silvia Zottin, Axel De Nardin et al. · 0 citations
Review Open access 2026

Machine Learning for Multiple Sclerosis: A Systematic Review of Data and Methodologies

This systematic review consolidates recent advances in ML for MS diagnosis and monitoring and proposes a task-based taxonomy linking clinical objectives to methodological families, providing a comprehensive roadmap toward building robust, data-efficient, and trustworthy ML systems for clinical decision support in MS.

Marthe Elgawly, Beyza Nur Elaslan, Marco Cascio et al. · 0 citations

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