An Explainable AI Approach for the Rapid Diagnosis of COVID-19 Using Ensemble Learning Algorithms

• المؤلفون الرئيسيون: Houwu Gong (مؤلف), Miye Wang (مؤلف), Hanxue Zhang (مؤلف), Md Fazla Elahe (مؤلف), Min Jin (مؤلف)
• التنسيق: كتاب
• منشور في: Frontiers Media S.A., 2022-06-01T00:00:00Z.
• الموضوعات: article
• الوصول للمادة أونلاين: Connect to this object online.

BackgroundArtificial intelligence-based disease prediction models have a greater potential to screen COVID-19 patients than conventional methods. However, their application has been restricted because of their underlying black-box nature.ObjectiveTo addressed this issue, an explainable artificial in...