Pregled bibliografske jedinice broj: 1067577
Handling Missing Data in CGM Records
Handling Missing Data in CGM Records // IFMBE proceedings, 74 (2019), 420-427 doi:10.1007/978-3-030-30636-6_57 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 1067577 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Handling Missing Data in CGM Records
Autori
Zulj, Sara ; Carvalho, Paulo ; Ribeiro, Rogerio ; Magjarevic, Ratko
Izvornik
IFMBE proceedings (1680-0737) 74
(2019);
420-427
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
Missing data ; Data reconstruction ; CGM ; Continuous glucose monitoring
Sažetak
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.
Izvorni jezik
Engleski
POVEZANOST RADA
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
