中医望诊多模态融合技术的应用与思考

Application and Thinking on Multimodal Fusion Technology of Traditional Chinese Medicine Inspectio

中医望诊多模态融合研究借助新兴科技,让辨识结果的精准性大幅提升。目前在望诊仪器采集参数的集成、参数的分析方面都使用了多模态融合技术,其中以舌诊仪、面诊仪及目诊仪的研发应用为代表。目前望诊多模态融合研究在信息采集、融合分析与辨识结果应用环节分别存在参数采集全面性与准确性不足、参数对齐集成困难、辨识结果临床实用性低等问题,认为望诊多模态融合研究在紧跟前沿科技的同时,仍应以中医整体观念为指导,注重提升多模态参数采集的全面性和准确性、参数融合的规范性、融合辨识结果的实用性,以逐步推进中医四诊客观化、智能化与现代化进程。

Multimodal fusion research in traditional Chinese medicine(TCM)inspection has greatly improved the accuracy of identification results with the help of emerging technologies in science and technology.At present,multimodal fusion technology is used in the integration of the parameters collected by the inspection instruments and the analysis of the parameters,which is represented by the development and application of the tongue inspection instrument,the face inspection instrument and the eye inspection instrument.However,the multimodal fusion research of TCM inspection has problems such as insufficient comprehensiveness and accuracy of parameter acquisition,difficulty in parameter integration for fusion analysis,and low clinical practicability of identification results.It is believed that,while keeping up with the cutting-edge science and technology,research on multimodal fusion of TCM inspection should be guided by the holism concept of TCM,and should focus on the enhancement of comprehensiveness and accuracy of multimodal parameter acquisition,standardisation of parameter fusion,and fusion of identification results,so as to gradually promote the objectivity,intelligence and modernisation of the four diagnostic methods of TCM.