In Zambia, there is a serious shortage of medical staff where each practitioner attends to about 17000 patients in a given district while still, other patients travel over 10 km to access the basic medical services. In this research, we implement a deep learning model that can perform the clinical diagnosis process. The study will prove whether image analysis is capable of performing clinical diagnosis. It will also enable us to understand if we can use image analysis to lessen the workload on medical practitioners by delegating some tasks to an AI. The success of this study has the potential to increase the accessibility of medical services to Zambians, which is one of the national goals of Vision 2030.
翻译:在赞比亚,医务人员严重短缺,每个执业医生在特定地区接待大约17 000名病人,而其他病人则在超过10公里的时间内前往获得基本医疗服务;在这项研究中,我们实施了一个能够进行临床诊断的深学习模式;研究将证明图像分析是否有能力进行临床诊断;还将使我们能够了解我们能否利用图像分析将一些任务委托给AI来减轻执业医生的工作量;这项研究的成功有可能增加赞比亚人获得医疗服务的机会,这是2030年远景规划的国家目标之一。