Prediction of All-Cause Mortality Based on Stress/Rest Myocardial Perfusion Imaging (MPI) Using Deep Learning: A Comparison between Image and Frequency Spectra as Input

Background: Cardiovascular management and risk stratification of patients is an important issue in clinics. Patients who have experienced an adverse cardiac event are concerned for their future and want to know the survival probability. Methods: We trained eight state-of-the-art CNN models using pol...

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Detalles Bibliográficos
Autores principales: Cheng, Da-Chuan, Hsieh, Te-Chun, Hsu, Yu-Ju, Lai, Yung-Chi, Yen, Kuo-Yang, Wang, Charles C. N., Kao, Chia-Hung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9322556/
https://www.ncbi.nlm.nih.gov/pubmed/35887602
http://dx.doi.org/10.3390/jpm12071105

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9322556/
https://www.ncbi.nlm.nih.gov/pubmed/35887602
http://dx.doi.org/10.3390/jpm12071105

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