Evidence map›Paper›PMID 41613384›Full record

ArticleECS sensors plus2025

Portable Dynamic Laser Speckle Imaging for Rapid Antimicrobial Susceptibility Testing.

Jinkai Yang, Keren Zhou, Landon Hernandez, Chen Zhou, Olena Voloshchuk, Jasna Kovac, Aida Ebrahimi, Zhiwen Liu

Abstract read
In one paragraph

Article in ECS sensors plus, 2025. 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

8 authors.

Jinkai YangSchool of Electrical Engineering and Computer Science, The Pennsylvania State University, University Park, Pennsylvania 16802, United States of America.ORCID 0009-0004-7324-7087
Keren ZhouSchool of Electrical Engineering and Computer Science, The Pennsylvania State University, University Park, Pennsylvania 16802, United States of America.ORCID 0000-0003-1059-4300
Landon HernandezSchool of Electrical Engineering and Computer Science, The Pennsylvania State University, University Park, Pennsylvania 16802, United States of America.ORCID 0009-0006-8557-1233
Chen ZhouSchool of Electrical Engineering and Computer Science, The Pennsylvania State University, University Park, Pennsylvania 16802, United States of America.ORCID 0000-0001-7884-0702
Olena VoloshchukDepartment of Food Science, The Pennsylvania State University, University Park, Pennsylvania 16802, United States of America.ORCID 0000-0002-7015-5433
Jasna KovacDepartment of Food Science, The Pennsylvania State University, University Park, Pennsylvania 16802, United States of America.ORCID 0000-0002-9465-4552
Aida EbrahimiSchool of Electrical Engineering and Computer Science, The Pennsylvania State University, University Park, Pennsylvania 16802, United States of America.ORCID 0000-0002-4013-7816
Zhiwen LiuSchool of Electrical Engineering and Computer Science, The Pennsylvania State University, University Park, Pennsylvania 16802, United States of America.ORCID 0000-0003-3761-1879

Funding

Developing a Rapid, Simple-to-use Sensory Platform for Detection of Ultralow Concentration of SARS-CoV-2 Viral Particles Enabled by Electrophoretic Enhancement and Redox CyclingR21EB031354 · NIBIB · PENNSYLVANIA STATE UNIVERSITY, THE · PI EBRAHIMI, SEYEDEHAIDA · 2021 to 2021
$591k
NIBIB NIH HHS R21 EB031354
6 · The paper itself

Abstract

Antimicrobial resistance remains a pressing global health threat. Conventional antimicrobial susceptibility testing (AST) methods are limited by long incubation times and centralized laboratory requirements, hindering timely decision-making in resource-limited settings. This study introduces a 3D printed, portable dynamic laser speckle imaging (pDLSI) device for rapid AST. This device has a 10 × 3 × 3 cm

Identifiers

PMID41613384
PMCPMC12851625

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.