This review summarises recent advances in stretchable and tough conductive hydrogel sensors for wearable and implantable devices.

This review summarizes the recent advances in naturally sourced hydrogels for healthcare sensing, focusing on their design strategies and applications.

Tough and self-adhesive zwitterionic hydrogels with ionic conductivity have been prepared, showing high and linear strain sensitivity for detecting human motions.

Polymer gels, such as hydrogels, have been widely used in biomedical applications, flexible electronics, and soft machines. Polymer network design and its contribution to the performance of gels has been extensively studied. In this study, the critical influence of the solvent nature on the mechanical properties and performance of soft polymer gels is demonstrated. A polymer gel platform based on poly(ethylene glycol) (PEG) as solvent is reported (PEGgel). Compared to the corresponding hydrogel or ethylene glycol gel, the PEGgel with physically cross‐linked poly(hydroxyethyl methacrylate‐co‐acrylic acid) demonstrates high stretchability and toughness, rapid self‐healing, and long‐term stability. Depending on the molecular weight and fraction of PEG, the tensile strength of the PEGgels varies from 0.22 to 41.3 MPa, fracture strain from 12% to 4336%, modulus from 0.08 to 352 MPa, and toughness from 2.89 to 56.23 MJ m^–3. Finally, rapid self‐healing of the PEGgel is demonstrated and a self‐healing pneumatic actuator is fabricated by 3D‐printing. The enhanced mechanical properties of the PEGgel system may be extended to other polymer networks (both chemically and physically cross‐linked). Such a simple 3D‐printable, self‐healing, and tough soft material holds promise for broad applications in wearable electronics, soft actuators and robotics.