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Achieve robust dual-arm robotic ultrasound-guided interventions by learning personalized expert strategies from limited demonstrations using a phase-aware imitation learning policy.
Findings provide a strong rationale to harness magnesium metal use in wound healing applications and support regenerative wound healing by reducing inflammation, enhancing neovascularization, and promoting favorable ECM remodeling without adverse inflammatory reactions.
