Diabetic Macular Edema Detection Using End-to-End Deep Fusion Model and Anatomical Landmark Visualization on an Edge Computing Device

PurposeDiabetic macular edema (DME) is a common cause of vision impairment and blindness in patients with diabetes.However, vision loss can be prevented by regular eye examinations during primary care.This study aimed to design an artificial intelligence (AI) system to facilitate ophthalmology referrals by physicians.MethodsWe developed an end-to-e

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Variable Switching Frequency Deadbeat Predictive Current Control for PMSM with High-Speed and Low-copyright Ratio

The predictive current control method of permanent magnet synchronous motor has the advantages of fast dynamic response and easy digital implementation, so more attention has been paid to it.When the motor operates in a high-speed condition, the switching frequency is relatively low, the copyright ratio is low, and the rotor angle varies greatly wi

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Categorical Diversity-Aware Inner Product Search

The problem of maximum inner product search (MIPS) is one of the most important components in machine learning systems.However, this problem does not care about diversity, although result diversification can improve user satisfaction.This paper hence considers a new problem, namely the categorical diversity-aware IPS problem, in which users Sony Wi

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