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<p>This review introduces the “4 A Tetrahedron System” (Assessment, Assistance, Aftercare, AI-retrofit) as a synergistic framework for panvascular intervention empowered by flexible electronics. Central to this is the novel concept of “suitcordance”—short-term suitability and long-term concordance. By integrating flexible sensors, navigation tools, and AI algorithms, this framework establishes a closed-loop data ecosystem, driving a transition toward intelligent, full-cycle disease management.</p><p></p>

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4A tetrahedron system: a synergistic framework for panvascular intervention empowered by flexible electronics

  • 期刊论文

  • 出版模式：

    开放获取

  • 发表日期：

    2026年1月29日

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  • Lingsen You,
  • Yirong Qu,
  • Yuheng Chen,
  • Yu Wang,
  • Li Shen,
  • Junbo Ge

摘要

This review introduces the “4 A Tetrahedron System” (Assessment, Assistance, Aftercare, AI-retrofit) as a synergistic framework for panvascular intervention empowered by flexible electronics. Central to this is the novel concept of “suitcordance”—short-term suitability and long-term concordance. By integrating flexible sensors, navigation tools, and AI algorithms, this framework establishes a closed-loop data ecosystem, driving a transition toward intelligent, full-cycle disease management.