Blar i Institutt for teknisk kybernetikk på tidsskrift "IEEE journal of biomedical and health informatics"
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Kalman smoothing for objective and automatic preprocessing of glucose data
(Journal article; Peer reviewed, 2018)A method for preprocessing a time series of glucose measurements based on Kalman smoothing is presented. Given a glucose data time series that may be irregularly sampled, the method outputs an interpolated time series of ... -
Pattern recognition reveals characteristic postprandial glucose changes: Non-individualized meal detection in diabetes mellitus type 1
(Journal article; Peer reviewed, 2019)Accurate continuous glucose monitoring (CGM) is essential for fully automated glucose control in diabetes mellitus type 1. State-of-the-art glucose control systems automatically regulate the basal insulin infusion. Users ...