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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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Bibliografiske detaljer
Udgivet i:J Nucl Cardiol
Main Authors: Alonso, David Haro, Wernick, Miles N., Yang, Yongyi, Germano, Guido, Berman, Daniel S., Slomka, Piotr
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang: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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