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

npj Flexible Electronics 2026 Open access

Read full text
Authors: Lingsen You, Yi Qu, Yuheng Chen, Yu Wang, Le Shen, Junbo Ge
DOI: 10.1038/s41528-026-00537-5
Cited by: 1
References: 151

Abstract

Abstract 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.

Fields of Study & Subjects

Soft Robotics and Applications 3D Printing in Biomedical Research Coronary Interventions and Diagnostics

Publication details

Journal / source
npj Flexible Electronics
Publisher
Springer Science and Business Media LLC
Volume
10
Issue
1
Publication date
29 January 2026
Language
EN