Evidence map›Paper›PMID 39193715›Full record

ArticleCirculation. Arrhythmia and electrophysiology2024

Electrocardiogram-Based Artificial Intelligence to Discriminate Cardioembolic Stroke and Stratify Risk of Atrial Fibrillation After Stroke.

Shaan Khurshid, Samuel F Friedman, Shinwan Kany, Rahul Mahajan, Ashby C Turner, Steven A Lubitz, Mahnaz Maddah, Patrick T Ellinor, Christopher D Anderson

Abstract readLetter
PubMed Full text at PMC Publisher
In one paragraph

Article in Circulation. Arrhythmia and electrophysiology, 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. Article
  2. Article
  3. Review
  4. 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

9 authors.

Shaan KhurshidDemoulas Center for Cardiac Arrhythmias (S. Khurshid, S.A.L., P.T.E.), Massachusetts General Hospital, Boston, MA.ORCID 0000-0002-2840-4539
Samuel F FriedmanData Sciences Platform (S.F.F., M.M.), Broad Institute of MIT and Harvard, Cambridge, MA.ORCID 0000-0002-0688-2169
Shinwan KanyDepartment of Cardiology, University Heart and Vascular Center Hamburg-Eppendorf, Germany (S. Kany).ORCID 0000-0001-8113-733X
Rahul MahajanCardiovascular Disease Initiative (S. Khurshid, R.M., A.C.T., S.A.L., P.T.E., C.D.A.), Broad Institute of MIT and Harvard, Cambridge, MA.ORCID 0000-0002-9613-2870
Ashby C TurnerDepartment of Neurology (A.C.T.), Massachusetts General Hospital, Boston, MA.ORCID 0000-0003-1912-345X
Steven A LubitzDemoulas Center for Cardiac Arrhythmias (S. Khurshid, S.A.L., P.T.E.), Massachusetts General Hospital, Boston, MA.ORCID 0000-0002-9599-4866
Mahnaz MaddahData Sciences Platform (S.F.F., M.M.), Broad Institute of MIT and Harvard, Cambridge, MA.ORCID 0000-0002-9837-6000
Patrick T EllinorDemoulas Center for Cardiac Arrhythmias (S. Khurshid, S.A.L., P.T.E.), Massachusetts General Hospital, Boston, MA.ORCID 0000-0002-2067-0533
Christopher D AndersonCardiovascular Disease Initiative (S. Khurshid, R.M., A.C.T., S.A.L., P.T.E., C.D.A.), Broad Institute of MIT and Harvard, Cambridge, MA.ORCID 0000-0002-0053-2002

Funding

IDENTIFICATION OF COMMON GENETIC VARIANTS FOR ATRIAL FIBRILLATION AND PR INTERVALR01HL092577 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI BENJAMIN, EMELIA J., ELLINOR, PATRICK THOMAS · 2009 to 2025
$20.6M
Sequencing Annotation and Functional Analysis in Risk of Intracerebral HemorrhageR01NS103924 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI ANDERSON, CHRISTOPHER DAVID · 2018 to 2022
$3.4M
Genomics of Cardiac ArrhythmiasR01HL139731 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI ELLINOR, PATRICK THOMAS · 2018 to 2022
$3.3M
Using Electrocardiogram Genetics to Inform Arrhythmia RiskR01HL157635 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI ELLINOR, PATRICK THOMAS, MIRSHAHI, TOORAJ · 2022 to 2025
$2.9M
Electrocardiogram-based deep learning and decision analysis to improve atrial fibrillation risk estimationK23HL169839 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI Shaan Khurshid · 2023 to 2026
$860k
American Heart Association-American Stroke Association 18SFRN34250007American Heart Association-American Stroke Association 23CDA1050571NHLBI NIH HHS K23 HL169839NHLBI NIH HHS R01 HL092577NHLBI NIH HHS R01 HL139731NHLBI NIH HHS R01 HL157635NINDS NIH HHS R01 NS103924
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceAtrial FibrillationElectrocardiographyEmbolic StrokeAgedFemaleHeart RateHumansMaleMiddle AgedPredictive Value of TestsRisk AssessmentRisk FactorsStrokeanticoagulantsatrial fibrillationdeep learningrisk factorsstroke

Identifiers

PMID39193715
PMCPMC11479813

What OpenQuestion holds

Textmetadata
LicenceTDM
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.