Machine Learning for Patient Risk Stratification for Acute Respiratory Distress Syndrome (Zeiberg & Prahlad et al.), PLOS ONE, March 2019. https://doi.org/10.1371/journal.pone.0214465
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Updated
Feb 12, 2021 - Python
Machine Learning for Patient Risk Stratification for Acute Respiratory Distress Syndrome (Zeiberg & Prahlad et al.), PLOS ONE, March 2019. https://doi.org/10.1371/journal.pone.0214465
Presentation on risk stratification model
Colorectal cancer risk mapping through Bayesian Networks
A worked example to support the e-Learning for Health (e-LfH) PHM Risk Stratification Module.
Risk Stratification project to predict the healthcare needs of the Basque population (Osakidetza & BCAM)
Discovering healthcare insights through data-driven analysis of EHRs. This project comprises three subprojects: data cleaning & preparation, exploratory data analysis and lastly, predictive modeling for in-hospital mortality and clinical risk stratification.
Predição do risco de óbito de pacientes com COVID-19
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