Creating Presentations: From Poster to Google Slides

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This research presentation explores the innovative application of machine learning in predicting cardiovascular risk using sleep data. Our objectives include developing robust ML models that address challenges like missing data and generalizability. We utilized advanced techniques, including the Super Learner ensemble, without relying on data imputation, and evaluated the performance through metrics such as C-index and SHAP for feature importance. The study identified vital predictors,...