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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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Liu-Liu Zhang

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Review Open access Sep 2026

Efficacy of Mini-Midline Catheters and Risk Factors for Complications in Perioperative Thoracic Surgery Patients with Difficult Intravenous Access

Background: Perioperative patients with difficult intravenous access (DIVA) undergoing video-assisted thoracoscopic surgery (VATS) lung resection often require reliable short-term intravenous access. This study evaluated the clinical performance of ultrasound-guided mini-midline catheters (MMCs) and explored factors as...

Jia-Yi Wang, Yu-Ying Shi, Liu-Liu Zhang et al. · 0 citations

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