Evidence map›Paper›PMID 42082431›Full record

ArticleCardiovascular research2026

AI-enabled motion artefact correction to replace emission- and excitation-ratiometry in cardiac optical mapping: a proof-of-concept study.

Zhen Hua, Konstantinos Patlatzoglou, Vineesh Kappadan, Xianbo Sun, Jan Lebert, Paraskevas Efstathiou, Johanna B Tonko, I Ju E Lee, Anies Sohi, Danya Agha-Jaffar and 11 more

Abstract read
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In one paragraph

Article in Cardiovascular research, 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

21 authors.

Zhen HuaNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Konstantinos PatlatzoglouNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.ORCID 0000-0002-5888-8490
Vineesh KappadanNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Xianbo SunNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Jan LebertCardiovascular Research Institute, University of California, SanFrancisco, CA, USA.
Paraskevas EfstathiouNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Johanna B TonkoNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
I Ju E LeeDepartment of Biomedical Engineering, University of California Davis, Davis, CA, USA.
Anies SohiNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Danya Agha-JaffarNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Najmah MohamedNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Yasser AbdelghaniNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Olympia OnslowNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Tanish BaranwalCardiovascular Research Institute, University of California, SanFrancisco, CA, USA.
Elizabeth PymanNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Jean-Baptiste GuichardNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Crystal M RipplingerDepartment of Biomedical Engineering, University of California Davis, Davis, CA, USA.
Stefan LutherBiomedical Physics Group, Max Planck Institute for Dynamics and Self-Organization, Göttingen, Germany.
Nicholas S PetersNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.
Jan ChristophCardiovascular Research Institute, University of California, SanFrancisco, CA, USA.
Fu Siong NgNational Heart and Lung Institute, Imperial College London, Hammersmith Campus, Du Cane Road, London W12 0NN, United Kingdom.ORCID 0000-0002-8681-4368

Funding

AI-assisted Imaging and Prediction of Cardiac Arrhythmia Origins using 4D UltrasoundDP2HL168071 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI CHRISTOPH, JAN · 2022 to 2025
$2.4M
British Heart Foundation FS/F/20/34128CBritish Heart Foundation FS/F/23/34202British Heart Foundation RE/24/130023British Heart Foundation RG/F/22/110078Contractes d'Investigació Avançada Fundació BBVA - Hospital Clínic Barcelona Joan Rodés - Josep Baselga 2022 HCB_BIO_001/2European International Training Network Be-OpticalGerman Center for Cardiovascular ResearchMax Planck SocietyNHLBI NIH HHS DP2 HL168071NIH HHS DP2HL168071Research Grant Daniel Bravo 2024 - Foundation Daniel BravoUniversity of California
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID42082431
PMCPMC13355835

What OpenQuestion holds

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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.