"Drive already mounted at /content/drive/; to attempt to forcibly remount, call drive.mount(\"/content/drive/\", force_remount=True).\n" "cnn.add(tf.keras.layers ...

Abstract: Diabetic retinopathy is the most common and ... we offer a component-based secure CPS architecture to use a deep learning-based predictive model deployed on the cloud for effective DR ...

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If blood sugar goes uncontrolled, diabetes causes progressive damage to structures in the eyes. The ongoing eye damage leads to diabetic eye diseases like retinopathy, cataracts, and glaucoma. People ...

Opens in a new tab or window Cataract surgery was associated with an increased risk of worsening diabetic retinopathy in adults with type 2 diabetes. Diabetes is a risk factor for complications ...

Methods We trained DDPMs to generate retinal fundus images representing diabetic retinopathy, age-related macular degeneration ... more granular label and demographic data which may be used to drive ...

A CNN with an applied data set determined the learning ... The AUC for the overall prediction results was 0.708 for fundus photography and 0.703 for FAF imaging (online supplemental figure 3). This is ...

Mirza Khalid Baig from the Department of Biotechnology and Medical Engineering, has developed an AI-driven model aimed at improving blood sugar level predictions for individuals with diabetes.

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