Evidence map›Paper›PMID 42872996›Full record

ReviewNanomaterials (Basel, Switzerland)2026

Recent Advances in Nanocomposite Hydrogel Sensors for Healthcare Applications: Fabrication Techniques, Multifunctionality and Challenges.

Md M Hossain, Tarikul Islam, Mehedi H Chaion, Mahbubay Rabbani, Md A Islam, Mukitur Rhaman, Abu S Rafi, Md A Shahid, Subrata C Das

Abstract readReview
In one paragraph

Review in Nanomaterials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Md M HossainDepartment of Wet Processing Engineering, Bangladesh University of Textiles, Dhaka 1208, Bangladesh.ORCID 0009-0008-6560-9163
Tarikul IslamDepartment of Textile Engineering, Jashore University of Science and Technology, Jashore 7408, Bangladesh.ORCID 0000-0002-3106-378X
Mehedi H ChaionDepartment of Textile Engineering, Jashore University of Science and Technology, Jashore 7408, Bangladesh.ORCID 0000-0001-9405-1447
Mahbubay RabbaniDepartment of Textile Engineering, Dhaka University of Engineering and Technology, Gazipur 1707, Bangladesh.ORCID 0009-0005-8521-9988
Md A IslamDepartment of Textile Engineering, Dhaka University of Engineering and Technology, Gazipur 1707, Bangladesh.ORCID 0009-0001-1042-2659
Mukitur RhamanDepartment of Textile Engineering, Khulna University of Engineering and Technology, Khulna 9203, Bangladesh.ORCID 0000-0002-2327-7403
Abu S RafiDepartment of Textile Engineering, Dhaka University of Engineering and Technology, Gazipur 1707, Bangladesh.ORCID 0009-0004-0224-7389
Md A ShahidDepartment of Textile Engineering, Dhaka University of Engineering and Technology, Gazipur 1707, Bangladesh.ORCID 0000-0002-0192-3531
Subrata C DasAdvanced and Sustainable Engineering Materials Laboratory (ASEMlab), Department of Manufacturing and Civil Engineering, Norwegian University of Science and Technology, 2815 Gjøvik, Norway.ORCID 0000-0002-4819-361X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nanocomposite (NC) hydrogel (HG) sensors have emerged as a transformative innovation in wearable healthcare monitoring systems. By incorporating carbon-based, metal-based, and polymer-based NCs, these sensors offer exceptional properties such as biocompatibility, flexibility, high water content, and stretchability-making them highly suitable for continuous, real-time physiological monitoring. Advanced fabrication techniques, including in situ polymerization, conformal coating, and dynamic crosslinking, significantly enhance their functional performance and scalability for practical deployment. The mechanical robustness and electrical responsiveness of these NC HGs, coupled with self-healing capabilities, strong adhesion to skin, and resistance to environmental stressors, ensure their reliability and durability in diverse healthcare applications. These HG sensors have shown great promise in monitoring vital signs, managing chronic conditions, supporting rehabilitation, enabling real-time glucose monitoring, and facilitating wound healing. Despite their considerable potential, several challenges remain-particularly in technical optimization, user comfort and integration, and regulatory approval-that must be addressed to enable their widespread adoption. This review highlights recent innovations, material properties, and healthcare applications of NC HG sensors and discusses the critical challenges that must be overcome to fully realize their impact as wearable textile materials in modern healthcare systems.

Indexed as

biocompatibilityelectrical conductivityhealthcare applicationshydrogels (HGs)MXenenanocomposites (NCs)nanomaterials (NMs)polymer compositesself-healingwearable sensors

Identifiers

PMID42872996
PMCPMC13667274

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.