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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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Heng-Qi Zhang

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2 papers indexed here

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Open access Sep 2026

Ultrasound radiomics for preoperative evaluation of Ki-67 proliferation index in papillary thyroid carcinoma

Purpose To explore the predictive value of radiomics features, ultrasound (US), and gene mutation status based on interpretable random forest (RF) models for predicting high Ki-67 expression in papillary thyroid carcinoma (PTC). Methods This retrospective analysis included 627 patients with surgically confirmed PTC who...

Hui Shi, Jia-Yi Qiu, Yu-Lu Wu et al. · 0 citations
Sep 2026

A New Contrast-Enhanced Ultrasound (CEUS) Reporting and Data System for Breast Lesions.

OBJECTIVE To develop and validate a breast imaging reporting and data system (BI-RADS) based on conventional ultrasonography (US) and contrast-enhanced US (CEUS) to stratify the malignancy risk of breast lesions and reduce unnecessary punctures. MATERIALS AND METHODS This retrospective multicenter study evaluated 146...

Jia-Yi Qiu, Heng-Qi Zhang, Hui Liu et al. · 0 citations

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