Dynamic SOFA component scores-based deep learning for short to long-term mortality prediction in sepsis survivors

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Publicat a:	Journal of Big Data vol. 12, no. 1 (Jul 2025), p. 165
Autor principal:	Wei, Juan
Altres autors:	Lin, Feihong, Jin, Tian, Yao, Qian, Wang, Sheng, Feng, Di, Lv, Xin, He, Wen
Publicat:	Springer Nature B.V.
Matèries:	Patients Electronic health records Deep learning Sepsis Mortality Multilayer perceptrons Neural networks Survival Ablation Optimization Resource allocation Hospitals Data processing Machine learning Time series Intensive care Global health Survival analysis Critical care Hematology Big Data Databases Experiments Long term Robustness Survivor Mortality rates Anatomical systems Discharge Predictions Vulnerability High risk Health services Health care
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