Neonatal sepsis prediction through clinical decision support algorithms: a systematic review
Aim To systematically summarise the current evidence of employing clinical decision
support algorithms (CDSAs) using non‐invasive parameters for sepsis prediction in …
support algorithms (CDSAs) using non‐invasive parameters for sepsis prediction in …
Prediction modelling in the early detection of neonatal sepsis
P Sahu, EA Raj Stanly, LE Simon Lewis… - World Journal of …, 2022 - Springer
Background Prediction modelling can greatly assist the health-care professionals in the
management of diseases, thus sparking interest in neonatal sepsis diagnosis. The main …
management of diseases, thus sparking interest in neonatal sepsis diagnosis. The main …
Inference of biomedical data sets using Bayesian machine learning
A Sohail - Biomedical Engineering: Applications, Basis and …, 2019 - World Scientific
Due to the advancement in data collection and maintenance strategies, the current clinical
databases around the globe are rich in a sense that these contain detailed information not …
databases around the globe are rich in a sense that these contain detailed information not …
[HTML][HTML] Analysis of machine learning and deep learning prediction models for sepsis and neonatal sepsis: A systematic review
B Saleena - ICT Express, 2023 - Elsevier
Sepsis and Neonatal sepsis are major challenges in global healthcare because they cause
life-threatening organ dysfunction in intensive care adult and pediatric patients due to down …
life-threatening organ dysfunction in intensive care adult and pediatric patients due to down …
Evaluation of screening parameters and machine learning models for the prediction of neonatal sepsis: A systematic review
DP Ezeobi, A Musiimenta, W Wasswa, S Kyoyagala - 2023 - researchsquare.com
About 2.9 million neonates die every year worldwide, and most of these deaths occur in low-
resource settings. Neonatal sepsis occurs when there is a bacterial invasion in the …
resource settings. Neonatal sepsis occurs when there is a bacterial invasion in the …
[PDF][PDF] Association of Neonatal Birth weight and neonatal sepsis along with pathogen distribution in Karachi population
Neonatal mortality rates are high in infants with low or very low birth weight (VLBW) as they
are prone to sepsis. Early-onset sepsis (EOS) which occurs at 48hr of life remains an …
are prone to sepsis. Early-onset sepsis (EOS) which occurs at 48hr of life remains an …
Performance comparison of prediction models for neonatal sepsis using logistic regression, multiple discriminant analysis and artificial neural network
Sepsis is one of the major causes of neonatal deaths worldwide. Majority of these neonatal
deaths occurs in resource-poor countries due to inaccessibility of hospitals and absence of …
deaths occurs in resource-poor countries due to inaccessibility of hospitals and absence of …
A Review of Data Transmission Techniques for Wireless Biomedical Data Communication
H Kaur, SK Pahuja - International Journal of Sensors Wireless …, 2021 - ingentaconnect.com
Background & Objective: The healthcare applications provide the use of the wireless sensor
network and wireless transmission of the physiological data of the patient due to the lack of …
network and wireless transmission of the physiological data of the patient due to the lack of …