人工智能助手：增强患者和医护人员的自我管理能力改善临床疗效.pdf

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1、AI as an Assistant:Empowering Patients and Healthcare Practitionersfor Enhanced Self-Management and Improved Clinical OutcomesLee Suen Ming,CEO Thomson Medical(Singapore)Joash Wee,Assistant Director,Thomson XTMPL Corporate VideoSmart Inventory Identification System(SIIS)-POC Problem statement:Manual

2、 input of item code,or barcoding each item is labour intensive.App functionalities:Search for Patient by HRN View current charges Camera and Gallery integration Add items by Item Code(Alternative entry method)Item Cart page Method:Classified 11 unique labels(items)1,100 images used Performed transfe

3、r learning on pre-trained Deep Learning model.Automated Hyperparameter Tuning Final results:Model Test Accuracy of 99.09%Remidio Handheld Fundus Camera(Retinal Screening)Milkiway Health Screening Reports*Sample report from Milkiway websiteProject Eiffel building Enterprise Healthcare Management System Micro-services architecture Cloud In-patient&Out-patient management Building in-houseThe Moments That MatterEND OF PRESENTATIONLee Suen Ming,Joash Wee,