Complex signals bioinformatics: evaluation of heart rate characteristics monitoring as a novel risk marker for neonatal sepsis

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Semi-supervised detection of intracranial pressure alarms using waveform dynamics

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Further Insight Into the Incremental Value of New Markers: The Interpretation of Performance Measures and the Importance of Clinical Context

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Predictive combinations of monitor alarms preceding in-hospital code blue events

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Monitoring and Identification of Sepsis Development through a Composite Measure of Heart Rate Variability

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Variability Analysis and the Diagnosis, Management, and Treatment of Sepsis

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Problems With Risk Reclassification Methods for Evaluating Prediction Models

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Performance of reclassification statistics in comparing risk prediction models

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Commentary: Reporting standards are needed for evaluations of risk reclassification

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Mortality Reduction by Heart Rate Characteristic Monitoring in Very Low Birth Weight Neonates: A Randomized Trial

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Cardiovascular oscillations at the bedside: early diagnosis of neonatal sepsis using heart rate characteristics monitoring

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Novel metrics for evaluating improvement in discrimination: net reclassification and integrated discrimination improvement for normal variables and nested models

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Periodic heart rate decelerations in premature infants

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Integration of Early Physiological Responses Predicts Later Illness Severity in Preterm Infants

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Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers

(2010) Michael J. Pencina et al.   STATISTICS IN MEDICINE

Criteria for Evaluation of Novel Markers of Cardiovascular Risk

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Heart rate characteristics and neurodevelopmental outcome in very low birth weight infants

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Nearest-Neighbor and Logistic Regression Analyses of Clinical and Heart Rate Characteristics in the Early Diagnosis of Neonatal Sepsis

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Ventilation Strategy Using Low Tidal Volumes, Recruitment Maneuvers, and High Positive End-Expiratory Pressure for Acute Lung Injury and Acute Respiratory Distress Syndrome

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