Repository for the code and data used in "Coding to Save Babies' Lives: Preterm Birth and R" for The Brilliant Club. - By Alicia Hadingham
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Updated
Nov 10, 2022 - R
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preterm-birth
Here are 7 public repositories matching this topic...
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.
timeseries
prediction
healthcare
xgboost
classification
sepsis
preterm-infants
newborn
preterm-birth
nicu
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Jul 9, 2022 - Jupyter Notebook
Predicted preterm birth (PTB) in early stages of pregnancy. Identified dominant PTB risk factors using Shapley Additive Explanation (SHAP).
python
machine-learning-algorithms
data-preprocessing
hyperparameter-tuning
xai
preterm-birth
k-fold-cross-validation
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Sep 12, 2024 - Jupyter Notebook
Design & creation of a NICU caregiver chatbot to support and educate NICU families during admission and post-discharge
chatbot
mhealth
ehealth
educational-materials
educational-resources
discharge
preterm-infants
neonatal
preterm-birth
nicu
postpartum
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Jun 16, 2023
Project for the course Computational Genomics
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Jun 3, 2021 - Jupyter Notebook
Preterm Birth is defined as Premature birth that is live birth that occurs before 37 weeks of pregnancy.
artificial-neural-networks
machinelearning
deeplearning
preterm-infants
preterm-birth
navuluribalaji
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Apr 19, 2024 - Jupyter Notebook
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.
machine-learning
prediction
classification
support-vector-machines
gradient-boosting
random-forest-classifier
preterm-birth
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May 4, 2024 - Jupyter Notebook
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