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Tackling the Small Imbalanced Horizontal Dataset Regressions by Stability Selection and SMOGN: a Case Study of Ventilation-Free Days Prediction in the Pediatric Intensive Care Unit and the Importance of PRISM

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS(2025)

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Key words
Synthetic data,Machine learning,Ventilation-free days,Data imbalance,Critical care
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