Evidence map›Paper›PMID 40913036›Full record

ArticleMicrosystems & nanoengineering2025

GaN/PDMS-based opto-electro-mechanical tactile sensors.

Ruoyao Huang, Tingxuan Chen, Ling Zhu, Kwai Hei Li

Abstract read
In one paragraph

Article in Microsystems & nanoengineering, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

4 authors.

Ruoyao Huang *School of Microelectronics, Southern University of Science and Technology, Shenzhen, 518055, China.ORCID http://orcid.org/0009-0007-7601-8556
Tingxuan Chen *School of Microelectronics, Southern University of Science and Technology, Shenzhen, 518055, China.
Ling ZhuCollege of Physics and Optoelectronic Engineering, Shenzhen University, Shenzhen, 518060, China. zhuling@szu.edu.cn.
Kwai Hei LiSchool of Microelectronics, Southern University of Science and Technology, Shenzhen, 518055, China. khli@sustech.edu.cn.ORCID http://orcid.org/0000-0002-0520-1632

Funding

National Natural Science Foundation of China (National Science Foundation of China) 62204159
6 · The paper itself

Abstract

Tactile sensors are crucial in robotics and medical diagnostics, requiring precise real-time detection. However, the development of a compact sensor that can measure force across a wide range, with high resolution and rapid response along three axes, remains extremely limited. Herein, an opto-electro-mechanical tactile sensor is reported, utilizing a monolithically integrated GaN-based optochip with a fingerprint-patterned polydimethylsiloxane (PDMS) film. The sensor exhibits a linear response over a broad measurement range of ±100 mN for shear force and 0-200 mN for normal force, with a detection resolution of 0.07 mN. It also demonstrates fast response and recovery times of 0.85 ms and 0.82 ms, respectively. Experimental verification of its application in surface topography scanning and organ lesion assessment highlights its potential for enhancing robotic perception and medical diagnosis.

Identifiers

PMID40913036
PMCPMC12413446

What OpenQuestion holds

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Registered trials

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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.