Browsing Computer Science & Engineering by Publisher "BioMed Central Ltd"

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Designing a reference architecture for health information systems

Tummers, Joep; Tobi, Hilde; Catal, Cagatay; Tekinerdogan, Bedir ( BioMed Central Ltd , 2021 , Article)
Background: Healthcare relies on health information systems (HISs) to support the care and receive reimbursement for the care provided. Healthcare providers experience many problems with their HISs due to improper architecture ...
PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks

AlSaad, Rawan; Malluhi, Qutaibah; Boughorbel, Sabri ( BioMed Central Ltd , 2022 , Article)
Background: Early identification of pregnant women at risk for preterm birth (PTB), a major cause of infant mortality and morbidity, has a significant potential to improve prenatal care. However, we lack effective predictive ...