Deep-Learning-Based Survival Prediction of Patients in Coronary Care Units

Background. A survival prediction model based on deep learning has higher accuracy than the CPH model in predicting the survival of CCU patients, and it also has a better discrimination ability. We collected information on patients with various diseases in coronary care units (CCUs) from the Medical...

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Veröffentlicht in:	Computational and mathematical methods in medicine 2021-12, Vol.2021, p.5745304-10
Hauptverfasser:	Yang, Rui, Huang, Tao, Wang, Zichen, Huang, Wei, Feng, Aozi, Li, Li, Lyu, Jun
Format:	Artikel
Sprache:	eng
Schlagworte:	Aged Cardiovascular Diseases - mortality Computational Biology Coronary Care Units Databases, Factual Deep Learning Female Humans Male Prognosis Proportional Hazards Models Survival Analysis
Online-Zugang:	Volltext
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