Evidence map›Paper›PMID 42634075›Full record

ArticleMicrosystems & nanoengineering2026

Platinum-nanostructured silicon microneedles with scalable fabrication for EEG biosensing.

Momina Amir, Ruochen Ding, Nurul Izni Rusli, Nadalan Vercooren, Frederik Ceyssens, Nadezda Kuznetsova, Chen Wang, Alexander Bertrand, Michael Kraft, Irene Taurino

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. 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.

Momina AmirDepartment of Electrical Engineering (Micro- and Nano Systems) KU Leuven-University of Leuven, Leuven, 3001, Belgium.
Ruochen DingDepartment of Electrical Engineering (Micro- and Nano Systems) KU Leuven-University of Leuven, Leuven, 3001, Belgium.
Nurul Izni RusliDepartment of Electrical Engineering (Micro- and Nano Systems) KU Leuven-University of Leuven, Leuven, 3001, Belgium.
Nadalan VercoorenDepartment of Electrical Engineering (Micro- and Nano Systems) KU Leuven-University of Leuven, Leuven, 3001, Belgium.
Frederik CeyssensDepartment of Electrical Engineering (Micro- and Nano Systems) KU Leuven-University of Leuven, Leuven, 3001, Belgium.
Nadezda KuznetsovaDepartment of Electrical Engineering (Micro- and Nano Systems) KU Leuven-University of Leuven, Leuven, 3001, Belgium.
Chen WangDepartment of Electrical Engineering (Micro- and Nano Systems) KU Leuven-University of Leuven, Leuven, 3001, Belgium. chen.wang@kuleuven.be.ORCID http://orcid.org/0000-0003-3476-3658
Alexander BertrandDepartment of Electrical Engineering (STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics) KU Leuven-University of Leuven, Leuven, 3001, Belgium.
Michael KraftDepartment of Electrical Engineering (Micro- and Nano Systems) KU Leuven-University of Leuven, Leuven, 3001, Belgium.
Irene TaurinoDepartment of Electrical Engineering (Micro- and Nano Systems) KU Leuven-University of Leuven, Leuven, 3001, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study details the development and characterization of a silicon microneedle electrode array for enhanced biopotential recording. Fabricated using a streamlined two-step process, the device design was guided by mechanical analysis to ensure structural stability and minimize skin-electrode impedance. Structural analysis identified needle lengths of 500-700 µm as mechanically favorable for high buckling resistance, with needle spacing selected to reduce inter-needle interference and support effective skin penetration. The microneedles were subsequently modified through platinum electrodeposition to produce a nanostructured porous surface, which increased the electroactive area by approximately 15-fold compared to bare platinum microneedles, as determined from electrochemical measurements. Electrochemical characterization and proof-of-concept EEG experiments demonstrated improved signal acquisition performance, with the nanostructured electrodes yielding higher signal-to-noise ratios than bare microneedles in both SSVEP and ASSR recordings. Compared to conventional gel-based Ag/AgCl wet electrodes, the proposed device eliminates the need for conductive gel application, reduces preparation time, and improves user comfort. The work establishes a scalable, cleanroom-compatible method for fabricating nanostructured platinum-coated silicon microneedles, highlighting their potential as a user-friendly platform for next-generation wearable electrophysiological monitoring.

Identifiers

PMID42634075
PMCPMC13500664

What OpenQuestion holds

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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.