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Personalized Medicine Screening and Monitoring Programme for Pregnant Women Suffering from Preeclampsia and Gestational Hypertension
The project aims to develop methods of assessing the risk of pre-eclampsia and pregnancy-induced hypertension, and to assist in monitoring of pregnant people.
The international project under ERA PerMed is both prestigious and practical in terms of fundraising for research, new publications, etc.
Details
- Project's acronym:
- WODIA
- Financial Program Name:
- ERA-NET COFUND
- Organization:
- Narodowe Centrum Badań i Rozwoju (NCBR) (The National Centre for Research and Development)
- Agreement:
- PerMed/IV/36/WODIA/2022 z dnia 2022-07-12
- Realisation period:
- 2022-06-01 - 2026-05-31
- Research team leader:
- prof. dr hab. inż. Jacek Rumiński
- Realised in:
- Department of Biomedical Engineering
- External institutions
participating in project: -
- Aarhus University (Denmark)
- Gameta Gdynia Centrum Zdrowia Sp. z o.o (Poland)
- Zitec Com SRL (Romania)
- Aarhus University Hospital (Denmark)
- Project's value:
- 936 356.00 EUR
- Request type:
- International Research Programmes
- Domestic:
- International project
- Verified by:
- Gdańsk University of Technology
Papers associated with that project
Filters
total: 1
Catalog Projects
Year 2024
-
Preeclampsia Risk Prediction Using Machine Learning Methods Trained on Synthetic Data
PublicationThis paper describes a research study that investigates the use of machine learning algorithms on synthetic data to classify the risk of developing preeclampsia by pregnant women. Synthetic datasets were generated based on parameter distributions from three real patient studies. Four models were compared: XGBoost, Support Vector Machine (SVM), Random Forest, and Explainable Boosting Machines (EBM). The study found that the XGBoost...
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