ReviewGels (Basel, Switzerland)2025
Hydrogel-Based Biointerfaces: Recent Advances, Challenges, and Future Directions in Human-Machine Integration.
Review in Gels (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
28 citing papers in PubMed.
- Article
- Motion Neural Monitoring Based on Flexible Materials: From Signal Acquisition to Training Enhancement.ACS omega · 2026Review
- A Flexible Ionically Conductive Biopolymer Hydrogel Interface for Physiological Signal Acquisition: A Chitosan-Glycerol-PVA Composite.Materials (Basel, Switzerland) · 2026Article
- Hydrogel-integrated multimodal physiological and modulation systems.Materials horizons · 2026Review
- Supramolecular Multiple Stimuli-Responsive Conductive Hydrogel for Flexible Sensing.Gels (Basel, Switzerland) · 2026Article
- Multifunctional implantable hydrogels: Smart platforms at the forefront of biomedical innovation.Materials today. Bio · 2026Review
- Hydrogel platforms for engineered live biotherapeutics: materials, microbial integration and clinical potential.RSC pharmaceutics · 2026Review
- Hydrogels-Advanced Polymer Platforms for Drug Delivery.Polymers · 2026Review
- Smart microdevices for biomedical drug delivery: endogenous stimuli as the key to safer therapeutics.RSC advances · 2026Review
- Mapping the evolving landscape of conductive hydrogels in medicine: A bibliometric perspective.Regenerative therapy · 2026Article
- Stimuli-Responsive Nanomaterial-Based Biosensor Structures for Wound Care: pH, ROS, and Temperature Sensing Strategies.Micromachines · 2026Review
- Nanostructured Hydrogels: A Method to Prevent Biofilms on Implantable Medical Devices.Gels (Basel, Switzerland) · 2026Review
- Self-healing hydrogels: mechanisms and applications in biomedical and environmental fields.Biodegradation · 2026Review
- Conductive Hydrogels in Biomedical Engineering: Recent Advances and a Comprehensive Review.Gels (Basel, Switzerland) · 2026Review
- Thermo-Responsive Smart Hydrogels: Molecular Engineering, Dynamic Cross-Linking Strategies, and Therapeutics Applications.Gels (Basel, Switzerland) · 2025Review
- Hydrogels for Analyte Sensing.ACS measurement science au · 2025Review
- Hydrogel Films in Biomedical Applications: Fabrication, Properties and Therapeutic Potential.Gels (Basel, Switzerland) · 2025Review
- Hydrogel-Based Delivery Systems for Non-Opioid Analgesics: Advances, Challenges, and Clinical Prospects.Journal of clinical medicine · 2025Review
- Dynamic Hydrogels in Breast Tumor Models.Gels (Basel, Switzerland) · 2025Review
- Soft, breathable, and recyclable MXene fabrics for wearable electrophysiological recordings.Materials horizons · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Human-machine interfacing (HMI) has emerged as a critical technology in healthcare, robotics, and wearable electronics, with hydrogels offering unique advantages as multifunctional materials that seamlessly connect biological systems with electronic devices. This review provides a detailed examination of recent advancements in hydrogel design, focusing on their properties and potential applications in HMI. We explore the key characteristics such as biocompatibility, mechanical flexibility, and responsiveness, which are essential for effective and long-term integration with biological tissues. Additionally, we highlight innovations in conductive hydrogels, hybrid and composite materials, and fabrication techniques such as 3D/4D printing, which allow for the customization of hydrogel properties to meet the demands of specific HMI applications. Further, we discuss the diverse classes of polymers that contribute to hydrogel conductivity, including conducting, natural, synthetic, and hybrid polymers, emphasizing their role in enhancing electrical performance and mechanical adaptability. In addition to material design, we examine the regulatory landscape governing hydrogel-based biointerfaces for HMI applications, addressing the key considerations for clinical translation and commercialization. An analysis of the patent landscape provides insights into emerging trends and innovations shaping the future of hydrogel technologies in human-machine interactions. The review also covers a range of applications, including wearable electronics, neural interfaces, soft robotics, and haptic systems, where hydrogels play a transformative role in enhancing human-machine interactions. Thereafter, the review addresses the challenges hydrogels face in HMI applications, including issues related to stability, biocompatibility, and scalability, while offering future perspectives on the continued evolution of hydrogel-based systems for HMI technologies.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.