Evidence map›Paper›PMID 42312364›Full record

ArticleCirculation. Arrhythmia and electrophysiology2026

Interpretable Multimodal AI to predict the Presence of Late Gadolinium Enhancement on Cardiac Magnetic Resonance Imaging in Cardiac Sarcoidosis Patients.

Ishan Vatsaraj, Shane Loeffler, Eugene G Kholmovski, Maryam Mojarrad Sani, Nisha A Gilotra, Jonathan Chrispin, Natalia A Trayanova

Abstract readLetter
PubMed Full text at PMC Publisher
In one paragraph

Article in Circulation. Arrhythmia and electrophysiology, 2026. 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

7 authors.

Ishan VatsarajDepartment of Biomedical Engineering (I.V., S.L., E.G.K., J.C., N.A.T.), Johns Hopkins University, Baltimore, MD.ORCID 0000-0003-3990-013X
Shane LoefflerDepartment of Biomedical Engineering (I.V., S.L., E.G.K., J.C., N.A.T.), Johns Hopkins University, Baltimore, MD.ORCID 0000-0002-5080-2330
Eugene G KholmovskiDepartment of Biomedical Engineering (I.V., S.L., E.G.K., J.C., N.A.T.), Johns Hopkins University, Baltimore, MD.ORCID 0000-0002-3271-7247
Maryam Mojarrad SaniDivision of Cardiology, Department of Medicine (M.M.S., N.A.G., J.C.), Johns Hopkins University, Baltimore, MD.
Nisha A GilotraDivision of Cardiology, Department of Medicine (M.M.S., N.A.G., J.C.), Johns Hopkins University, Baltimore, MD.ORCID 0000-0002-4511-8008
Jonathan Chrispin *Department of Biomedical Engineering (I.V., S.L., E.G.K., J.C., N.A.T.), Johns Hopkins University, Baltimore, MD.ORCID 0000-0002-7985-3019
Natalia A Trayanova *Department of Biomedical Engineering (I.V., S.L., E.G.K., J.C., N.A.T.), Johns Hopkins University, Baltimore, MD.ORCID 0000-0002-8661-063X

Funding

Artificial intelligence analysis of atrial remodeling evolution in patients with atrial fibrillation: Towards optimal ablation strategiesR01HL166759 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI Eugene Kholmovski, David Spragg · 2023 to 2026
$3.2M
NHLBI NIH HHS R01 HL166759
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceelectrocardiogramelectronic health recordsmagnetic resonance imaging

Identifiers

PMID42312364
PMCPMC13332396

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.