Browsing Μεταπτυχιακές εργασίες / Master Theses by Keywords "deep learning"
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Semantic segmentation of diabetic retinopathy lesions, using a UNET with pretrained encoder.
H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
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Publication Date: 2022-01-19With the emergence of Deep Learning nowadays, a lot of novel architectures have been devised to perform tasks such as classification, detection, segmentation etc. In Medical Imaging and especially in Ophthalmology, the ... -
Type 1 diabetes hypoglycemia prediction based on continuous glucose monitoring and heart rate.
H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
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Thesis advisor:
Publication Date: 2022-01-14Hypoglycemia is a condition that arises when blood glucose levels decrease below 60 mg/dL. This incident can occur due to a variety of causes, such as taking additional doses of insulin, skipping meals, or over-exercising. ...