Evidence map›Paper›PMID 42566082›Full record

ReviewNano-micro letters2026

Wearable Electronics for Precision Diagnosis Through Advanced Manufacturing and Integration.

Xia Gong, Ying Zheng, Xuyin Ding, Jie Gao, Bolang Cheng, Xinyi Shao, Jian Li, Lelun Jiang, Hossam Haick, Jian Yang

Abstract readReview
In one paragraph

Review in Nano-micro letters, 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

10 authors.

Xia Gong *Department of Chemical Engineering, Russell Berrie Nanotechnology Institute Technion-Israel Institute of Technology, 3200003, Haifa, Israel.
Ying Zheng *School of Biomedical Engineering, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, People's Republic of China.
Xuyin Ding *Department of Chemical Engineering, Russell Berrie Nanotechnology Institute Technion-Israel Institute of Technology, 3200003, Haifa, Israel.
Jie GaoSchool of Biomedical Engineering, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, People's Republic of China.
Bolang ChengDepartment of Chemical Engineering, Russell Berrie Nanotechnology Institute Technion-Israel Institute of Technology, 3200003, Haifa, Israel.
Xinyi ShaoDepartment of Chemical Engineering, Russell Berrie Nanotechnology Institute Technion-Israel Institute of Technology, 3200003, Haifa, Israel.
Jian LiDepartment of Chemical Engineering, Russell Berrie Nanotechnology Institute Technion-Israel Institute of Technology, 3200003, Haifa, Israel.
Lelun JiangSchool of Biomedical Engineering, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, People's Republic of China.
Hossam HaickDepartment of Chemical Engineering, Russell Berrie Nanotechnology Institute Technion-Israel Institute of Technology, 3200003, Haifa, Israel. hhossam@technion.ac.il.
Jian YangDepartment of Biomedical Engineering, School of Electrical Engineering, University of South China, Hengyang, 421002, People's Republic of China. jensenwin@usc.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wearable electronics are rapidly transforming healthcare by enabling continuous, real-time monitoring of physiological and molecular signals directly at the point of need. This shift supports a transition from episodic, generalized care toward precision diagnosis, where individualized, longitudinal data guide early detection, risk stratification, and treatment decisions. Central to this transformation is the convergence of advanced manufacturing and heterogeneous integration strategies, which enable the development of compact, multimodal, and highly conformable diagnostic platforms. In this review, we examine how advances in materials engineering, micro/nanofabrication, and system integration have transformed wearable devices from single-parameter sensors into fully integrated, multimodal diagnostic systems. We outline key architectures and transduction mechanisms and highlight manufacturing approaches such as printing, 3D fabrication, photolithography, and laser writing. We emphasize heterogeneous integration strategies that combine sensing, electronics, power, and communication into skin-conformal platforms for long-term use. These advances enable precision diagnostics through continuous monitoring, multimodal data fusion, and individualized baselines. We also outline key challenges to clinical translation and discuss future directions toward robust, scalable, and clinically actionable systems, providing a strategic outlook for next-generation wearable electronics in precision diagnosis.

Indexed as

Advanced manufacturingBiosensorsHeterogeneous integrationPrecision diagnosisWearable electronics

Identifiers

PMID42566082
PMCPMC13451479

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.