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PREDICTION OF CARDIAC DEATH AFTER ADENOSINE MYOCARDIAL PERFUSION SPECT BASED ON MACHINE LEARNING

BACKGROUND: We developed machine-learning (ML) models to estimate a patient's risk of cardiac death based on adenosine myocardial perfusion SPECT (MPS) and associated clinical data, and compared their performance to baseline logistic regression (LR). We demonstrated an approach to visually conv...

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Detalhes bibliográficos
Publicado no:J Nucl Cardiol
Main Authors: Alonso, David Haro, Wernick, Miles N., Yang, Yongyi, Germano, Guido, Berman, Daniel S., Slomka, Piotr
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6138585/
https://ncbi.nlm.nih.gov/pubmed/29542015
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s12350-018-1250-7
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