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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Nov 10, 2022 - R
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preterm-birth
Here are 8 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
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
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
I am exploring preterm birth physiology. Using Electrohysterograph signals from PhysioNet (DOI: https://doi.org/10.13026/zw34-n382), I analyze data with wavelet scattering to extract features for training machine learning models. Outcomes include insights, datasets, and models for further studies and clinical solutions.
data-science preterm-birth births bio-signal-analysis preterm term-birth ehg electrohysterograph bio-signal-processing bio-data-analysis
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Dec 21, 2024 - Jupyter Notebook
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