Evidence mapPaperPMID 41540378Full record

ReviewBiomedical engineering online2026

Smart patches for healthcare industry: a review of emerging technologies, challenges, and developmental opportunities.

K Umapathi, L Priya, Hady Habib Fayek

Abstract readReview
In one paragraph

Review in Biomedical engineering online, 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

3 authors.

K UmapathiDepartment of Biomedical Engineering, KIT-Kalaignarkarunanidhi Institute of Technology, Coimbatore, India. umapathi.uit@gmail.com.
L PriyaDepartment of Electronics and Communication Engineering, Sri Eshwar College of Engineering, Coimbatore, India.
Hady Habib FayekEnergy and Renewable Energy Engineering Department, Egyptian Chinese University, Cairo, Egypt. hadyhabib@hotmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSmart patch healthcare devices are emerging as a distinct user interface in decoding the bidirectional interaction of the five sense organs. Powered by recent advancements in nano-materials, and artificial intelligence predictions, smart patches could understand the immune response of the body by analysing the biofluids, microenvironment and analytes in the five sense organs. These eminent potentials in smart patches, inspired the necessity for a review. Thus, this review aims to bring in to the limelight the current progress in smart patch technologies, highlighting their functions, opportunities and challenges in healthcare applications.

methodsA comprehensive review of literature was conducted focusing on smart patches designed for skin, ocular, cochlear, oral, and nasal applications. Further, the review is structured emphasising details on materials used, fabrication methods adapted, sensing mechanisms employed, enabling technologies such as artificial intelligence and Internet of Things.

resultsThe review analysis revealed that smart patches play a multifaceted role in healthcare applications providing (i) continuous health monitoring, (ii) controlled drug delivery, (iii) supports tissue regeneration and (iv) enables modulation of nerve responses. Further, smart patch integration with Internet of Things (IoT) capabilities enables remote healthcare solutions which benefits both physician and patient communities equally. Despite these progresses, challenges remain in term of biocompatibility of the materials chosen, long-term use and stability of the patch, data security and large-scale manufacturing.

conclusionSmart patches hold transformative potential in biomedical engineering by bridging biosensing, therapeutic, and digital healthcare domains. This article provides an in-depth review of the current advancements, identifying the existing challenges and emerging opportunities in the field of smart patch research, and thus could guide future research and development. With its broad scope, this review would act as a valuable resource for both researchers and healthcare innovators working towards next-generation biomedical devices.

Indexed as

Delivery of Health CareArtificial IntelligenceDigital HealthHumansArtificial intelligenceFive sense organsNano-materialsRemote healthcareSmart patches

Identifiers

PMID41540378
PMCPMC12888575

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.