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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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Ji Li

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Open access Sep 2026

Construction and evaluation of machine learning models for postoperative prognosis prediction of biliary tract malignancies

Objective This study aimed to construct a new machine learning model based on multiple risk factors to predict the prognosis of patients with biliary tract malignancies after surgery. Materials and methods This study included 6,951 patients in the SEER database from 2004 to 2015, and 245 patients in our medical center...

Ji Li, Wei Zhao, Qi He et al. · 0 citations

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