Evidence map›Paper›PMID 41221436›Full record

ArticleIEEE open journal of engineering in medicine and biology2025

AI-Based Detection of Coronary Artery Occlusion Using Acoustic Biomarkers Before and After Stent Placement.

David Anderson Lloyd, Andrei Dragomir, Bulent Ozpolat, Biykem Bozkurt, Yasemin Akay, Metin Akay

Abstract read
In one paragraph

Article in IEEE open journal of engineering in medicine and biology, 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

6 authors.

David Anderson LloydDepartment of Biomedical EngineeringUniversity of Houston Houston TX 77004 USA.ORCID https://orcid.org/0000-0001-9714-3531
Andrei DragomirDepartment of Biomedical EngineeringUniversity of Houston Houston TX 77004 USA.
Bulent OzpolatDepartment of NanomedicineHouston Methodist Research Institute Houston TX 77030 USA.
Biykem BozkurtDepartment of Medicine (Cardiology)Baylor College of Medicine Houston TX 77030 USA.ORCID https://orcid.org/0000-0002-6362-0253
Yasemin AkayDepartment of Biomedical EngineeringUniversity of Houston Houston TX 77004 USA.ORCID https://orcid.org/0000-0003-1753-6293
Metin AkayDepartment of Biomedical EngineeringUniversity of Houston Houston TX 77004 USA.ORCID https://orcid.org/0000-0002-2988-4669

Funding

Machine learning approaches for multi-organ neuronal network mapping and modulationF31HL162516 · NHLBI · UNIVERSITY OF HOUSTON · PI LLOYD, DAVID ANDERSON · 2022 to 2023
$73k
NHLBI NIH HHS F31 HL162516
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

acoustic signal processingArtificial intelligencecoronary artery diseasedeep learningmatching pursuit

Identifiers

PMID41221436
PMCPMC12599900

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.