Predicted preterm birth (PTB) in early stages of pregnancy. Identified dominant PTB risk factors using Shapley Additive Explanation (SHAP).
Repository for the code and data used in "Coding to Save Babies' Lives: Preterm Birth and R" for The Brilliant Club. - By Alicia Hadingham
This repo showcases the development of an early warning timeseries model that predicts the onset of sepsis "acute infection" in pre-term newborns. The model serves premature infants hospitalized in the Neonatal Intensive Care Unit (NICU), in the Wilhelmina Kinderziekenhuis (WKZ) hospital in Utrecht, Netherlands.
Preterm Birth is defined as Premature birth that is live birth that occurs before 37 weeks of pregnancy.
Project for the course Computational Genomics
Companion scripts for my PhD thesis in Bioinformatics.
Retrospective observational study that analyzed socioeconomic profiles and adequacy of prenatal care and occurrence of prematurity in health units in Brazil in 2020.
Now a days in urban areas as well as rural areas, most of the pregnant women's don aware of preterm birth. Pre term birth means baby born before 37 weeks of pregnancy due to alcohol drinking, no caring and unavoidable circumstances.
Design & creation of a NICU caregiver chatbot to support and educate NICU families during admission and post-discharge
I investigate preterm birth physiology by analysing EHG signal patterns using wavelet scattering for feature extraction and train machine learning models to predict birth types. The dataset is sourced from PhysioNet (https://doi.org/10.13026/zw34-n382).
Retrospective observational study that analyzed socioeconomic profiles and adequacy of prenatal care and occurrence of prematurity in health units in Brazil in 2020.
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