Evidence map›Paper›PMID 42351455›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Decoding the Myocardium: Tracer-Aware Deep Learning for Patient-Level Classification in Stress-Rest SPECT Myocardial Perfusion Imaging.

Dimitrios Samaras, Dimitra Tsivaka, Maria Vakalopoulou, Panagiotis Papadimitroulas, George Angelidis, Thomas Kilindris, Varvara Valotassiou, Dimitrios Psimadas, Emmanouil Panagiotidis, Panagiotis Georgoulias and 1 more

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 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

11 authors.

Dimitrios SamarasMedical Physics Laboratory, Faculty of Medicine, University of Thessaly, 41500 Larissa, Greece.ORCID 0009-0009-7721-7981
Dimitra TsivakaMedical Physics Laboratory, Faculty of Medicine, University of Thessaly, 41500 Larissa, Greece.ORCID 0000-0002-4584-0236
Maria VakalopoulouArchimedes Research Unit, Athena Research Center, 15125 Athens, Greece.
Panagiotis PapadimitroulasMedical Informatics and Biomedical Imaging Laboratory, Faculty of Medicine, University of Thessaly, 41500 Larissa, Greece.ORCID 0000-0002-5981-6149
George AngelidisNuclear Medicine Laboratory, University Hospital of Larissa, University of Thessaly, 41110 Larissa, Greece.
Thomas KilindrisMedical Informatics and Biomedical Imaging Laboratory, Faculty of Medicine, University of Thessaly, 41500 Larissa, Greece.
Varvara ValotassiouNuclear Medicine Laboratory, University Hospital of Larissa, University of Thessaly, 41110 Larissa, Greece.ORCID 0000-0001-8439-6708
Dimitrios PsimadasNuclear Medicine Laboratory, University Hospital of Larissa, University of Thessaly, 41110 Larissa, Greece.
Emmanouil PanagiotidisNuclear Medicine Laboratory, University Hospital of Larissa, University of Thessaly, 41110 Larissa, Greece.ORCID 0000-0002-8501-3905
Panagiotis GeorgouliasNuclear Medicine Laboratory, University Hospital of Larissa, University of Thessaly, 41110 Larissa, Greece.
Ioannis TsougosMedical Physics Laboratory, Faculty of Medicine, University of Thessaly, 41500 Larissa, Greece.ORCID 0000-0002-5204-5273

Funding

European Union MIS 5154714
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

coronary artery diseasedeep learningpolar mapsSPECT MPI

Identifiers

PMID42351455
PMCPMC13298839

What OpenQuestion holds

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LicenceCC BY
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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.