Evidence map›Paper›PMID 39559784›Full record

ArticleIEEE open journal of engineering in medicine and biology2024

Optimized Clinical Feature Analysis for Improved Cardiovascular Disease Risk Screening.

Sofiya Vyshnya, Rachel Epperson, Felipe Giuste, Wenqi Shi, Andrew Hornback, May D Wang

Abstract read
In one paragraph

Article in IEEE open journal of engineering in medicine and biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. 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

6 authors.

Sofiya VyshnyaWallace H. Coulter Department of Biomedical EngineeringGeorgia Institute of Technology Atlanta GA 30332 USA.ORCID https://orcid.org/0000-0001-8713-9803
Rachel EppersonWallace H. Coulter Department of Biomedical EngineeringGeorgia Institute of Technology Atlanta GA 30332 USA.ORCID https://orcid.org/0009-0001-6197-2458
Felipe GiusteWallace H. Coulter Department of Biomedical EngineeringGeorgia Institute of Technology Atlanta GA 30332 USA.ORCID https://orcid.org/0000-0002-8355-3705
Wenqi ShiDepartment of Electrical and Computer EngineeringGeorgia Institute of Technology Atlanta GA 30332 USA.ORCID https://orcid.org/0000-0001-8972-7342
Andrew HornbackDepartment of Computational Science and EngineeringGeorgia Institute of Technology Atlanta GA 30332 USA.ORCID https://orcid.org/0009-0009-5461-5848
May D WangWallace H. Coulter Department of Biomedical EngineeringGeorgia Institute of Technology and Emory University Atlanta GA 30332 USA.ORCID https://orcid.org/0000-0003-3961-3608

Funding

Medical Scientist Training ProgramT32GM142617 · NIGMS · EMORY UNIVERSITY · PI Jason Yustein · 2022 to 2026
$7.0M
NIGMS NIH HHS T32 GM142617
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Cardiovascular diseasefeature interpretationmachine learningpersonalized medicinerisk prediction

Identifiers

PMID39559784
PMCPMC11573416

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.