Evidence map›Paper›PMID 42002568›Full record

ArticleMicrosystems & nanoengineering2026

Multichannel soft microfluidic force sensors: design, characterization, and application in laparoscopy.

Wael Othman, Mohammad A Qasaimeh

Abstract read
In one paragraph

Article in Microsystems & nanoengineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. 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

2 authors.

Wael OthmanBiomedical Engineering and Biotechnology, Khalifa University, Abu Dhabi, United Arab Emirates.ORCID http://orcid.org/0000-0003-0429-6171
Mohammad A QasaimehEngineering Division, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates. maq4@nyu.edu.ORCID http://orcid.org/0000-0003-1122-9698

Funding

New York University Abu Dhabi AD129
6 · The paper itself

Abstract

This work presents the design, fabrication, and characterization of multichannel soft microfluidic force sensors for integration with laparoscopic graspers. The sensors consist of PDMS structures encapsulating Galinstan-filled microchannels, where applied forces induce structural deformation and a corresponding increase in electrical resistance. Fabrication is achieved through 3D printing and PDMS molding under cleanroom-free conditions, enabling cost-effective and reproducible sensor production. We systematically investigated key design parameters, including microchannel geometry and sensor thickness and stiffness, through finite element simulations and experimental validation. Results show that thinner, softer sensors with inverted stepped-triangle microchannels exhibit the highest sensitivity. To further extend functionality, we developed both multilayer and coplanar multichannel sensor designs, enabling dual-range sensing with improved linearity and tunability. The sensors were integrated into a laparoscopic grasper, with one sensor mounted on the handle to measure thumb-applied actuation forces and another sensor on the jaw to capture tissue contact forces. This dual-sensing configuration highlights the potential of soft microfluidic sensors to restore tactile feedback in minimally invasive surgery. Overall, microfluidic technology provides a practical, scalable approach to soft-sensing systems for surgical tools, robotics, and human-machine interfaces.

Identifiers

PMID42002568
PMCPMC13092641

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.