Evidence map›Paper›PMID 40292874›Full record

ArticleSensors (Basel, Switzerland)2025

AI-Powered Visual Sensors and Sensing: Where We Are and Where We Are Going.

Hieu Nguyen, Minh Vo, John Hyatt, Zhaoyang Wang

Abstract readEditorial
In one paragraph

Article in Sensors (Basel, Switzerland), 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.

Hieu NguyenSchool of Electrical Engineering, International University, Ho Chi Minh City 700000, Vietnam.ORCID 0000-0002-5154-0125
Minh VoSpreeAI, Incline Village, NV 89450, USA.
John HyattU.S. Army Research Laboratory, 2201 Aberdeen Boulevard, Aberdeen, MD 21005, USA.ORCID 0000-0003-1265-9788
Zhaoyang WangDepartment of Mechanical Engineering, School of Engineering, The Catholic University of America, Washington, DC 20064, USA.ORCID 0000-0002-6384-3107

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Deep learning, a machine learning method that mimics the neural network structures of the human brain to process data, recognize patterns, and make decisions, traces its origins back to the 1950s [...].

Identifiers

PMID40292874
PMCPMC11946429

What OpenQuestion 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 OpenQuestion graph.