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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Vydáno v:J Nucl Med
Hlavní autoři: 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.
Médium: Artigo
Jazyk:Inglês
Vydáno: Society of Nuclear Medicine 2017
Témata:
Cardiology
On-line přístup: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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