Automatic Valve Plane Localization in Myocardial Perfusion SPECT/CT by Machine Learning: Anatomic and Clinical Validation

Precise definition of the mitral valve plane (VP) during segmentation of the left ventricle for SPECT myocardial perfusion imaging (MPI) quantification often requires manual adjustment, which affects the quantification of perfusion. We developed a machine learning approach using support vector machi...

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Dettagli Bibliografici
Pubblicato in:J Nucl Med
Autori principali: Betancur, Julian, Rubeaux, Mathieu, Fuchs, Tobias A., Otaki, Yuka, Arnson, Yoav, Slipczuk, Leandro, Benz, Dominik C., Germano, Guido, Dey, Damini, Lin, Chih-Jen, Berman, Daniel S., Kaufmann, Philipp A., Slomka, Piotr J.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Society of Nuclear Medicine 2017
Soggetti:
Cardiology
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5450369/
https://ncbi.nlm.nih.gov/pubmed/27811121
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2967/jnumed.116.179911
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