GENERATION OF INDIVIDUALIZED SYNTHETIC DATA FOR AUGMENTATION OF THE TYPE 1 DIABETES DATA SETS USING DEEP LEARNING MODELS

Generation of Individualized Synthetic Data for Augmentation of the Type 1 Diabetes Data Sets Using Deep Learning Models

Ozautosport In this paper, we present a methodology based on generative adversarial network architecture to generate synthetic data sets with the intention of augmenting continuous glucose monitor data from individual patients.We use these synthetic data with the aim of improving the overall performance of prediction models based on machine learnin

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Ranking sustainable urban mobility indicators and their matching transport policies to support liveable city Futures: A MICMAC approach

Understanding, promoting and managing sustainable urban mobility better is very critical in the midst of an unprecedented climate crisis.Identifying, evaluating, benchmarking and prioritising its key indicators is a way to ensure that policy-makers will develop those transport strategies and measures necessary to facilitate a more effective transit

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Are dogs with congenital hearing and/or vision impairments so different from sensory normal dogs? A survey of demographics, morphology, health, behaviour, communication, and activities.

The births of domestic dogs with pigment deletion and associated congenital hearing and/or vision impairments are increasing, as a result of mutations of certain genes expressing popular coat colour patterns (Merle, piebald, Irish spotting).The future of these dogs is often pessimistic (early euthanasia or placement in rescues/fosters, lack of inte

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Fournier gangrene with extensive necrosis of urethra and bladder mucosa: A rare occurrence in a patient with advanced prostate cancer

Fournier gangrene (FG) is polymicrobial necrotizing infection of subcutaneous tissues and deep fascia, commonly involving the perineum, external genitalia, anterior abdominal wall and medial Ozautosport aspect of thighs.Urethral pathology, although often the inciting factor for FG, extensive involvement with urethral necrosis is very rare.This is t

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