Vol. 1 No. 4 (2021): Volume-I, Number-IV, 2021
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Computer Vision and Deep Learning for Automated Detection of Diabetic Retinopathy in Low-Resource Settings
Abstract 4
Diabetic retinopathy (DR) is a leading cause of preventable blindness worldwide, disproportionately affecting people in low- and middle-income countries (LMICs) where access to ophthalmic specialists and screening infrastructure is limited. Advances in computer vision and deep learning have produced automated systems that detect referable DR from retinal fundus images with accur ... read more
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Zero-Trust Architecture Implementation for Securing Interoperable HealthTech Ecosystems
Abstract 1
Interoperable HealthTech ecosystems composed of electronic health records (EHRs), medical devices, health information exchanges (HIEs), mobile health (mHealth) apps, cloud services, and analytics platforms deliver great opportunities for coordinated care and innovation but also dramatically increase the attack surface for cyber threats. Traditional perimeter-based defenses are inadequate for th ... read more