Blar i Publikasjoner fra CRIStin - NTNU på tidsskrift "IEEE journal of biomedical and health informatics"
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A Clinical Decision Support Framework for Heterogeneous Data Sources
(Journal article; Peer reviewed, 2018)To keep pace with the developments in medical informatics, health medical data is being collected continually. But, owing to the diversity of its categories and sources, medical data has become so complicated in many ... -
Improving Automatic Polyp Detection Using CNN by Exploiting Temporal Dependency in Colonoscopy Video
(Peer reviewed; Journal article, 2019)Automatic polyp detection has been shown to be difficult due to various polyp-like structures in the colon and high interclass variations in polyp size, color, shape, and texture. An efficient method should not only have ... -
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 ...