Sequential Prediction of Bronchopulmonary Dysplasia from Birth Through the First Week of Life Using Machine Learning
Background/Objectives: Bronchopulmonary dysplasia (BPD) risk evolves as clinical information accumulates after birth. This study evaluated the incremental predictive value of routinely available data from birth through the first week of life using cumulative, time-aligned feature sets. Methods: The primary analysis of...