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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Wu-Chia Lo

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Sep 2026

Segmentation-guided peritumoral radiomics and machine learning for ultrasound-based classification of salivary gland tumors.

BACKGROUND Preoperative differentiation of benign and malignant salivary gland tumors (SGTs) remains challenging because of overlapping ultrasonographic features. OBJECTIVES To develop and validate a segmentation-guided machine learning model using peritumoral radiomic features for ultrasound-based classification of...

Hung-Wei Chen, Chin-Huan Chang, Wei-Chen Hung et al. · 0 citations

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