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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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Detaylı Bibliyografya
Yayımlandı:J Nucl Cardiol
Asıl Yazarlar: Alonso, David Haro, Wernick, Miles N., Yang, Yongyi, Germano, Guido, Berman, Daniel S., Slomka, Piotr
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2018
Konular:
Online Erişim: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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