Knowledge-driven palm super intelligent diagnosis method, system, equipment and medium

The invention discloses a knowledge-driven handheld ultrasonic intelligent diagnosis method, system and equipment and a medium, and relates to the technical field of handheld ultrasound. The method comprises the following steps: acquiring multi-source data of a target patient; the multi-source data comprises an ultrasonic image and case data; extracting diagnosis data corresponding to the multi-source data from the multi-source case knowledge base; inputting the diagnosis data into an auxiliary diagnosis model, and determining diagnosis auxiliary information of the target patient; the auxiliary diagnosis model is constructed according to a spiking neural network structure, coupling spiking neural membrane calculation and a dynamic threshold mechanism, and is trained by using an evolutionary algorithm. According to the invention, the diagnosis accuracy can be improved. 本发明公开一种知识驱动型掌超智能诊断方法、系统、设备及介质，涉及掌上超声技术领域。所述方法包括：获取目标就诊者的多源数据；所述多源数据包括超声图像和病例数据；在所述多源病例知识库中提取所述多源数据对应的诊断数据；将所述诊断数据输入辅助诊断模型，确定所述目标就诊者的诊断辅助信息；所述辅助