REFERENCES
2. Ates, H. C.; Nguyen, P. Q.; Gonzalez-Macia, L.; et al. End-to-end design of wearable sensors. Nat. Rev. Mater. 2022, 7, 887-907.
3. Yang, X.; Cheng, H. Recent developments of flexible and stretchable electrochemical biosensors. Micromachines 2020, 11, 243.
4. Duan, H.; Peng, S.; He, S.; et al. Wearable electrochemical biosensors for advanced healthcare monitoring. Adv. Sci. 2025, 12, e2411433.
5. Bandodkar, A. J.; Jeerapan, I.; You, J. M.; Nuñez-Flores, R.; Wang, J. Highly stretchable fully-printed CNT-based electrochemical sensors and biofuel cells: combining intrinsic and design-induced stretchability. Nano. Lett. 2016, 16, 721-7.
6. Lee, H.; Choi, T. K.; Lee, Y. B.; et al. A graphene-based electrochemical device with thermoresponsive microneedles for diabetes monitoring and therapy. Nat. Nanotechnol. 2016, 11, 566-72.
7. Arwani, R. T.; Tan, S. C. L.; Sundarapandi, A.; et al. Stretchable ionic-electronic bilayer hydrogel electronics enable in situ detection of solid-state epidermal biomarkers. Nat. Mater. 2024, 23, 1115-22.
8. Long, G.; Ge, D.; Yu, H.; Tam, K. C. “Salt washing” adjustment of crosslinking degree to fabricate multifunctional antifreeze hydrogel for self-power and storage integrated flexible sensor. Sci. China. Chem. 2026, 69, 371-81.
9. Oh, S. Y.; Hong, S. Y.; Jeong, Y. R.; et al. Skin-attachable, stretchable electrochemical sweat sensor for glucose and pH detection. ACS. Appl. Mater. Interfaces. 2018, 10, 13729-40.
10. Xu, Y.; Ye, Z.; Zhao, G.; et al. Phase-separated porous nanocomposite with ultralow percolation threshold for wireless bioelectronics. Nat. Nanotechnol. 2024, 19, 1158-67.
11. Silva, C. A.; lv, J.; Yin, L.; et al. Liquid metal based island‐bridge architectures for all printed stretchable electrochemical devices. Adv. Funct. Mater. 2020, 30, 2002041.
12. Wang, X.; Zeng, M.; Torrens, M.; et al. Eco-friendly conformal and self-adhesive electrochemical sensors for sweat monitoring. ACS. Appl. Mater. Interfaces. 2025, 17, 54411-22.
13. Li, J.; Liu, Y.; Yuan, L.; et al. A tissue-like neurotransmitter sensor for the brain and gut. Nature 2022, 606, 94-101.
14. Zhao, Y.; Wang, B.; Tan, J.; et al. Soft strain-insensitive bioelectronics featuring brittle materials. Science 2022, 378, 1222-7.
15. Xu, Y.; Ma, X.; Fan, K.; et al. Strain-resilient intrinsically stretchable electrochemical biointerfaces. Science 2026, 392, eaed1630.
16. Shao, Y.; Yan, J.; Zhi, Y.; et al. A universal packaging substrate for mechanically stable assembly of stretchable electronics. Nat. Commun. 2024, 15, 6106.
17. Chen, J.; Huang, W.; Zheng, D.; et al. Highly stretchable organic electrochemical transistors with strain-resistant performance. Nat. Mater. 2022, 21, 564-71.
18. Kim, B.; Lee, H.; Lee, N. A durable, stretchable, and disposable electrochemical biosensor on three-dimensional micro-patterned stretchable substrate. Sens. Actuators. B. Chem. 2019, 283, 312-20.
19. Veselinovic, J.; AlMashtoub, S.; Nagella, S.; Seker, E. Interplay of effective surface area, mass transport, and electrochemical features in nanoporous nucleic acid sensors. Anal. Chem. 2020, 92, 10751-8.
20. Russo, M. J.; Han, M.; Desroches, P. E.; et al. Antifouling strategies for electrochemical biosensing: mechanisms and performance toward point of care based diagnostic applications. ACS. Sens. 2021, 6, 1482-507.
21. Wang, S.; Nie, Y.; Zhu, H.; et al. Intrinsically stretchable electronics with ultrahigh deformability to monitor dynamically moving organs. Sci. Adv. 2022, 8, eabl5511.
22. Kim, J.; Kim, K. S.; Kim, S.; Lee, Y.; Koo, J. Omnidirectionally stretchable, biodegradable mesh electrode with re-entrant structure for spatial-stable functional position on dynamic organs. Front. Nanotechnol. 2025, 7, 1634033.
23. Han, W. B.; Jang, T. M.; Shin, B.; Naganaboina, V. R.; Yeo, W. H.; Hwang, S. W. Recent advances in soft, implantable electronics for dynamic organs. Biosens. Bioelectron. 2024, 261, 116472.
24. Xu, J.; Lee, H. Anti-biofouling strategies for long-term continuous use of implantable biosensors. Chemosensors 2020, 8, 66.
25. Ben-Aissa, S.; Tripathy, S.; Cass, A. E. G. Implantable electrochemical biosensors: challenges, strategies, and applications. Curr. Opin. Electrochem. 2025, 54, 101745.
26. Qiao, Y.; Luo, J.; Cui, T.; et al. Soft electronics for health monitoring assisted by machine learning. Nanomicro. Lett. 2023, 15, 66.
27. Nashruddin, S. N. A. B. M.; Salleh, F. H. M.; Yunus, R. M.; Zaman, H. B. Artificial intelligence-powered electrochemical sensor: recent advances, challenges, and prospects. Heliyon 2024, 10, e37964.
28. Bocan, A.; Siavash Moakhar, R.; Del Real Mata, C.; et al. Machine-learning-aided advanced electrochemical biosensors. Adv. Mater. 2025, 37, e2417520.
29. Ruan, S.; Zhu, S.; Dong, Y.; Gong, R.; Yu, H. Y. Ion coordination–reduction synergy constructs CNFene/Cu nanoparticles to regenerate silk fibroin fibers for reliable and precise smart pulse diagnosis. Adv. Fiber. Mater. 2026, 1-17.
