ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2023
MXene-Induced Flexible, Water-Retention, Semi-Interpenetrating Network Hydrogel for Ultra-Stable Strain Sensors with Real-Time Gesture Recognition.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 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
16 citing papers in PubMed.
- A Xerotic Skin-Compatible Neuromotor Electrode Interface for Non-Invasive Muscle Weakness Evaluation in Dermatomyositis.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Multicomponent Peptide-MXene-Hyaluronic Acid Hydrogel as a Conductive Scaffold for Enhanced Fibroblast Proliferation and Migration Under Electrical Stimulation.Advanced healthcare materials · 2026Article
- The First Review on Nano-Agricultural Applications of MXene and MBene-Based Materials for Plant-Immunoengineering, Controlled Protection, and Inducing Biostimulation Mechanisms.Advanced materials (Deerfield Beach, Fla.) · 2026Review
- Intelligent Sensing: The Emerging Integration of Machine Learning and Soft Sensors Based on Hydrogels and Ionogels.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- Multifunctional Nanomaterial-Integrated Hydrogels for Sustained Drug Delivery: From Synthesis and Characterization to Biomedical Application.Gels (Basel, Switzerland) · 2025Review
- MXene-Integrated Printed Piezoresistive Flexible Sensors: A Breakthrough in Real-Time Monitoring for Medical and Smart Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- An ovalbumin-based hydrogel loaded with dendrobium polysaccharide for promoting wound healing while reducing inflammations.Scientific reports · 2025Article
- Applications of flexible materials in health management assisted by machine learning.RSC advances · 2025Review
- Recent progress of nanomaterials-based composite hydrogel sensors for human-machine interactions.Discover nano · 2025Review
- Design and Development of Metasurface Materials for Enhancing Photodetector Properties.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Review
- Stretchable, Self-Healing, and Bioactive Hydrogel with High-Functionality N,N'-bis(acryloyl)cystamine Dynamically Bonded Ag@polydopamine Crosslinkers for Wearable Sensors.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Recent Advances of Stretchable Nanomaterial-Based Hydrogels for Wearable Sensors and Electrophysiological Signals Monitoring.Nanomaterials (Basel, Switzerland) · 2024Review
- Embedding textile capacitive sensing into smart wearables as a versatile solution for human motion capturing.Scientific reports · 2024Article
- Consecutive multimaterial printing of biomimetic ionic hydrogel power sources with high flexibility and stretchability.Nature communications · 2024Article
- A Transparent Hydrogel-Ionic Conductor with High Water Retention and Self-Healing Ability.Materials (Basel, Switzerland) · 2024Article
- MXene-Induced Flexible, Water-Retention, Semi-Interpenetrating Network Hydrogel for Ultra-Stable Strain Sensors with Real-Time Gesture Recognition.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
As water-saturated polymer networks, hydrogels are a growing family of soft materials that have recently become promising candidates for flexible electronics application. However, it remains still difficult for hydrogel-based strain sensors to achieve the organic unity of mechanical properties, electrical conductivity, and water retention. To address this challenge, based on the template, the excellent properties of MXene nanoflakes (rich surface functional groups, high specific surface area, hydrophilicity, and conductivity) are fully utilized in this study to prepare the P(AA-co-AM)/MXene@PDADMAC semi-interpenetrating network (semi-IPN) hydrogel. The proposed hydrogel continues to exhibit excellent strain response and flexibility after 30 days of storage at room temperature, and its performance do not decrease after 1100 cycles. Considering these characteristics, a hydrogel-based device for converting sign language into Chinese characters is successfully developed and optimized using machine learning. Therefore, this study provides novel insight and application directions for hydrogel families.
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.