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Abstract Approximately one in ten live births is preterm ( < 37 weeks gestational age), placing these infants at elevated risk because of immature physiology. Analysis of movement patterns in the Neonatal Intensive Care Unit (NICU) is essential for detecting complications, yet current monitoring approaches remain limited.
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