Evidence map›Paper›PMID 39438148›Full record

SynthesisClinical medicine & research2024

Diagnostic Accuracy of AI Algorithms in Aortic Stenosis Screening: A Systematic Review and Meta-Analysis.

Apurva Popat, Babita Saini, Mitkumar Patel, Niran Seby, Sagar Patel, Samyuktha Harikrishnan, Hilloni Shah, Prutha Pathak, Anushka Dekhne, Udvas Sen and 3 more

Abstract readMeta-AnalysisSystematic Review
PubMed Full text at PMC Publisher
In one paragraph

Synthesis in Clinical medicine & research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. 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

13 authors.

Apurva PopatDepartment of Internal Medicine, Marshfield Clinic Health System, Marshfield, Wisconsin USA popat.apurva@marshfieldclinic.org.
Babita SainiUzhhorod National University Faculty of Medicine, Uzhorodskij Nacionalnij Universitet Medicnij Fakultet, Ukraine.
Mitkumar PatelMahatma Gandhi Memorial Medical College, Madhya Pradesh, India.
Niran SebyTbilisi State Medical University, Tbilisi, Georgia.
Sagar PatelGujarat Adani Institute of Medical Science, Gujarat, India.
Samyuktha HarikrishnanBurjeel Hospital, Abu Dhabi, United Arab Emirates.
Hilloni ShahGujarat Education & Research Society Medical College and Hospital Sola, India.
Prutha PathakNorth Alabama Medical Center, Florence, Alabama, USA.
Anushka DekhneAmerican University of Antigua, Osbourn, Antigua & Barbuda.
Udvas SenAgartala Government Medical College, India.
Sweta YadavDepartment of Internal Medicine, Marshfield Clinic Health System, Marshfield, Wisconsin USA.
Param SharmaDepartment of Cardiology, Marshfield Clinic Health System, Marshfield, Wisconsin, USA.
Shereif RezkallaDepartment of Cardiology, Marshfield Clinic Health System, Marshfield, Wisconsin, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Aortic Valve StenosisArtificial IntelligenceElectrocardiographyHumansMass ScreeningSensitivity and SpecificityAortic stenosisArtificial intelligenceDeep learningDiagnostic accuracy

Identifiers

PMID39438148
PMCPMC11495659

What Socratic holds

Textmetadata
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.