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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

N. Raghunand

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Sep 2026

Preoperative Prediction of Ductal Carcinoma In Situ Upstaging Using Machine Learning-Based Peritumoral Breast MRI Radiomics.

BACKGROUND A subset of biopsy-confirmed ductal carcinoma in situ (DCIS) cases can be upstaged to invasive breast cancer at surgery. Preoperative identification of upstaging risk is essential for treatment planning. PURPOSE To develop clinical and breast MRI radiomics models to preoperatively predict upstaging in DCIS...

K. R. Fernando, I. El Naqa, M. Abdalah et al. · 1 citation

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