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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

Author

Chao Zhang

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2 papers indexed here

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Open access Oct 2026

Non-invasive preoperative MRI-based deep transfer learning radiomics model for predicting meningioma brain invasion

Current preoperative assessment of meningioma brain invasion (BI) demands imaging analytical frameworks that optimize computational efficiency while capturing multidimensional tumor-pathology correlations. Building upon the inherent advantages of 2.5D MRI in synthesizing multiplanar biological data with manageable...

Dong Yuan, Jia-Jia Zhang, Chao Zhang et al. · 0 citations
Open access Sep 2026

An MRI Radiomics-habitat-clinical Model for Noninvasive Prediction of IDH Mutation in Gliomas With Bioinformatic Correlation: Multicenter Development With External Validation.

Integrating habitat-based analysis with radiomics enables accurate and biologically interpretable prediction of isocitrate dehydrogenase mutation status in gliomas, supporting its potential for preoperative molecular stratification.

Chao Zhang, Jie Cao, Jia-Jia Zhang et al. · 0 citations

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