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
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In one paragraphArticle 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.
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0citing papers in PubMed
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1 · What the graph read from itWhat 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.
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2 · The registryThe trial behind it
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4 · The recordCorrections and comments
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5 · Who and what moneyAuthors 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 itselfAbstract
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Indexed as
coronary artery diseasedeep learningpolar mapsSPECT MPI
Identifiers
PMID42351455
PMCPMC13298839
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