结合机器学习和动态系统技术,在例行收集的初级医疗记录中早期检测呼吸道疫情

Dérick G F Borges1,2, Eluã R Coutinho1,3,4, Thiago Cerqueira-Silva1,5

  • 1Center of Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Moniz, Fiocruz Bahia, Salvador, Brazil.

概括

一个新的机器学习模型,MMAING,有效地使用初级医疗保健数据检测早期爆发迹象. 它的性能优于现有的方法,并准确预测了COVID-19浪潮,增强了流行病学监测.

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