Evidence map›Paper›PMID 40978101›Full record

ArticleNational science review2025

Encoding of blink information via wireless contact lens for eye-machine interaction.

Haiqing Liu, Weijia Liu, Zhijian Du, Lifeng Wu, Minyan Chen, Zhiyi Gao, Kai Jiang, La Li, Zhiyong Fan, Guozhen Shen

Abstract read
In one paragraph

Article in National science review, 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. Review
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.

Haiqing LiuSchool of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China.
Weijia LiuSchool of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China.
Zhijian DuSchool of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China.
Lifeng WuSchool of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China.
Minyan ChenSchool of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China.
Zhiyi GaoCAS Key Laboratory of Magnetic Materials and Devices, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo 315201, China.
Kai JiangChinese PLA General Hospital, Institute of Hepatobiliary Surgery of Chinese PLA, Key Laboratory of Digital Hepatobiliary Surgery, Beijing 100853, China.
La LiSchool of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China.
Zhiyong FanDepartment of Electronic & Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong 999077, China.
Guozhen ShenSchool of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Blinks controlled by ocular muscles and nerves can manifest as either involuntary physiological behaviors or volitional control actions, with the former serving spontaneous protective functions while the latter constitutes a biologically meaningful communicative signal. The encoding of blink information provides a novel eye-machine interaction (EMI) prototype within the realm of human-machine interaction, expanding human consciousness and capability boundaries. It facilitates motor and language rehabilitation, silent communication and even voluntary command execution. However, existing EMI devices face challenges related to wireless functionalities, ocular comfort and multi-route encoding/decoding orders. Here, we propose a wireless eye-wearable lens to encode conscious blink information via introduction of an RLC oscillating loop in the soft contact lens. The developed EMI contact lens incorporates a mechanosensitive capacitor, an inductive coil and the inherent loop resistance, generating characteristic resonance frequency for front-end capacitance signal transition or back-end control signal extraction. The EMI device delivers a sensitivity of 0.153 MHz/mmHg in the wide range of 0-70 mmHg for a normal intraocular pressure monitor and realizes conscious blink-based control command coding. A trial with participants having the EMI contact lens inserted demonstrates its wearability and biocompatibility. Finally, the five-route blink-based control command decoding mechanism is constructed via the EMI lens, linking blink counts to a drone's flight trajectory. The EMI contact lens offers an innovative prototype that transcends the capabilities of traditional brain-computer interfaces.

Indexed as

contact lenseye–machine interactionhuman–machine interfaceTi3C2Tx MXenewearable electronics

Identifiers

PMID40978101
PMCPMC12448796

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.