Handling Missing Data in CGM Records (CROSBI ID 279859)
Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Zulj, Sara ; Carvalho, Paulo ; Ribeiro, Rogerio ; Magjarevic, Ratko
engleski
Handling Missing Data in CGM Records
Continuous glucose monitor (CGM) is a wearable body sensor device that automatically measures glucose at regular intervals. CGM records can be used to analyze data after the collection or for predicting certain trends in the records in real-time. Nevertheless, missing values are common in CGM records. In this paper we discuss possible methods to replace the missing values in short-length gaps, in both real-time and after the collection use.
Missing data ; Data reconstruction ; CGM ; Continuous glucose monitoring
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