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Position paper of t...
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Slart, Riemer H. J. A.Univ Groningen, Univ Med Ctr Groningen, Dept Nucl Med & Mol Imaging, Med Imaging Ctr, Hanzepl 1, NL-9700 RB Groningen, Netherlands.;Univ Twente, Fac Sci & Technol Biomed, Photon Imaging, Enschede, Netherlands.
(författare)
Position paper of the EACVI and EANM on artificial intelligence applications in multimodality cardiovascular imaging using SPECT/CT, PET/CT, and cardiac CT
- Artikel/kapitelEngelska2021
Förlag, utgivningsår, omfång ...
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2021-04-17
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Springer,2021
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electronicrdacarrier
Nummerbeteckningar
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LIBRIS-ID:oai:DiVA.org:uu-454522
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https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-454522URI
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https://doi.org/10.1007/s00259-021-05341-zDOI
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Språk:engelska
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Sammanfattning på:engelska
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Ämneskategori:ref swepub-contenttype
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Ämneskategori:art swepub-publicationtype
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In daily clinical practice, clinicians integrate available data to ascertain the diagnostic and prognostic probability of a disease or clinical outcome for their patients. For patients with suspected or known cardiovascular disease, several anatomical and functional imaging techniques are commonly performed to aid this endeavor, including coronary computed tomography angiography (CCTA) and nuclear cardiology imaging. Continuous improvement in positron emission tomography (PET), single-photon emission computed tomography (SPECT), and CT hardware and software has resulted in improved diagnostic performance and wide implementation of these imaging techniques in daily clinical practice. However, the human ability to interpret, quantify, and integrate these data sets is limited. The identification of novel markers and application of machine learning (ML) algorithms, including deep learning (DL) to cardiovascular imaging techniques will further improve diagnosis and prognostication for patients with cardiovascular diseases. The goal of this position paper of the European Association of Nuclear Medicine (EANM) and the European Association of Cardiovascular Imaging (EACVI) is to provide an overview of the general concepts behind modern machine learning-based artificial intelligence, highlights currently prefered methods, practices, and computational models, and proposes new strategies to support the clinical application of ML in the field of cardiovascular imaging using nuclear cardiology (hybrid) and CT techniques.
Ämnesord och genrebeteckningar
Biuppslag (personer, institutioner, konferenser, titlar ...)
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Williams, Michelle C.Univ Edinburgh, Ctr Cardiovasc Sci, British Heart Fdn, Edinburgh, Midlothian, Scotland.;Edinburgh Imaging Facil QMRI, Edinburgh, Midlothian, Scotland.
(författare)
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Juarez-Orozco, Luis EduardoUniv Utrecht, Univ Med Ctr Utrecht, Div Heart & Lungs, Dept Cardiol, Utrecht, Netherlands.;Univ Groningen, Univ Med Ctr Groningen, Groningen, Netherlands.
(författare)
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Rischpler, ChristophUniv Duisburg Essen, Univ Hosp Essen, Dept Nucl Med, Essen, Germany.
(författare)
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Dweck, Marc R.Univ Edinburgh, Ctr Cardiovasc Sci, British Heart Fdn, Edinburgh, Midlothian, Scotland.;Edinburgh Imaging Facil QMRI, Edinburgh, Midlothian, Scotland.
(författare)
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Glaudemans, Andor W. J. M.Univ Groningen, Univ Med Ctr Groningen, Dept Nucl Med & Mol Imaging, Med Imaging Ctr, Hanzepl 1, NL-9700 RB Groningen, Netherlands.
(författare)
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Gimelli, AlessiaFdn Toscana G Monasterio, Pisa, Italy.
(författare)
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Georgoulias, PanagiotisUniv Thessaly, Univ Hosp Larissa, Fac Med, Dept Nucl Med, Larisa, Greece.
(författare)
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Gheysens, OlivierUniv Catholique Louvain UCLouvain, Clin Univ St Luc, Dept Nucl Med, Brussels, Belgium.
(författare)
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Gaemperli, OliverUniv Catholique Louvain UCLouvain, Inst Clin & Expt Res IREC, Brussels, Belgium.;Hirslanden Hosp Zurich, HeartClin, Zurich, Switzerland.
(författare)
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Habib, GilbertLa Timone Hosp, AP HM, Cardiol Dept, Marseille, France.;Aix Marseille Univ, AP HM, IHU Mediterranee Infect, IRD, Marseille, France.
(författare)
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Hustinx, RolandULiege, Dept Med Phys, Div Nucl Med & Oncol Imaging, Liege, Belgium.
(författare)
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Cosyns, BernardUniv Ziekenhuis Brussel, Ctr Hart Vaatziekten, Dept Cardiol, 101 Laarbeeklaan, B-1090 Brussels, Belgium.
(författare)
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Verberne, Hein J.Univ Amsterdam, Locat AMC, Amsterdam UMC, Dept Radiol & Nucl Med, Amsterdam, Netherlands.
(författare)
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Hyafil, FabienGeorges Pompidou European Hosp, AP HP, DMU IMAGINA, Dept Nucl Med, F-75015 Paris, France.;Univ Paris, PARCC, INSERM, F-75006 Paris, France.
(författare)
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Erba, Paola A.Univ Groningen, Univ Med Ctr Groningen, Dept Nucl Med & Mol Imaging, Med Imaging Ctr, Hanzepl 1, NL-9700 RB Groningen, Netherlands.;Univ Pisa, Dept Nucl Med PAE, Pisa, Italy.;Univ Pisa, Dept Translat Res & New Technol Med PAE, Pisa, Italy.
(författare)
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Lubberink, MarkUppsala universitet,Radiologi(Swepub:uu)marklubb
(författare)
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Slomka, PiotrCedars Sinai Med Ctr, Dept Imaging Med & Biomed Sci, Los Angeles, CA 90048 USA.
(författare)
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Isgum, IvanaUniv Amsterdam, Locat AMC, Amsterdam UMC, Dept Radiol & Nucl Med, Amsterdam, Netherlands.;Univ Amsterdam, Amsterdam UMC Locat AMC, Dept Biomed Engn & Phys, NL-1105 AZ Amsterdam, Netherlands.
(författare)
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Visvikis, DimitrisUniv Brest, INSERM, UMR 1101, LaTIM, Brest, France.
(författare)
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Kolossvary, MartonSemmelweis Univ, Heart & Vasc Ctr, MTA SE Cardiovasc Imaging Res Grp, 68 Varosmajor St, Budapest, Hungary.
(författare)
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Saraste, AnttiUniv Turku, Turku Univ Hosp, Turku PET Ctr, Turku, Finland.;Turku Univ Hosp, Ctr Heart, Turku, Finland.
(författare)
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Univ Groningen, Univ Med Ctr Groningen, Dept Nucl Med & Mol Imaging, Med Imaging Ctr, Hanzepl 1, NL-9700 RB Groningen, Netherlands.;Univ Twente, Fac Sci & Technol Biomed, Photon Imaging, Enschede, Netherlands.Univ Edinburgh, Ctr Cardiovasc Sci, British Heart Fdn, Edinburgh, Midlothian, Scotland.;Edinburgh Imaging Facil QMRI, Edinburgh, Midlothian, Scotland.
(creator_code:org_t)
Sammanhörande titlar
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Ingår i:European Journal of Nuclear Medicine and Molecular Imaging: Springer48:5, s. 1399-14131619-70701619-7089
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- Av författaren/redakt...
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Slart, Riemer H. ...
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Williams, Michel ...
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Juarez-Orozco, L ...
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Rischpler, Chris ...
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Dweck, Marc R.
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Glaudemans, Ando ...
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visa fler...
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Gimelli, Alessia
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Georgoulias, Pan ...
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Gheysens, Olivie ...
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Gaemperli, Olive ...
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Habib, Gilbert
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Hustinx, Roland
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Cosyns, Bernard
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Verberne, Hein J ...
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Hyafil, Fabien
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Erba, Paola A.
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Lubberink, Mark
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Slomka, Piotr
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Isgum, Ivana
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Visvikis, Dimitr ...
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Kolossvary, Mart ...
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Saraste, Antti
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visa färre...
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