Research map: Strengthening Feature-Importance Interpretation in Pediatric Telemedicine Prediction Models

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Papers in this map

  1. Feature Importance in Gradient Boosting Trees with Cross-Validation Feature Selection · Afek Ilay Adler · 2022 · 147 citations · Cited by this paper
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  8. Non-Invasive Optical Quantification of Cerebral Tissue Oxygenation in Children with Single-Ventricle Congenital Heart Disease · 2026 · Related
  9. Predictive Modeling of Childhood Disease Severity at a Telemedicine Service: Evidence from the Improving Nighttime Access to Care and Treatment Studies in Haiti · Ben J. Brintz · 2026 · 1 citation · Cited by this paper
  10. Children with Medical Complexity: Latent Subgroups Across Hospitalizations at Tertiary Children’s Hospitals in the United States · 2026 · Related
  11. Parental Perspectives and Experiences with Genetic Testing and Surveillance for Cancer Predisposition in Healthy Young Children · 2026 · Related
  12. When “Mild” is Not Mild: The Hidden Burden of Common Pediatric Diseases · 2026 · Related
  13. Targeted Flow Cardiac MRI in Neonates with Intracardiac Shunts: A Novel Multi-Modality Imaging Approach to Hemodynamic Assessment · 2026 · Related
  14. Responsible Research Practices in Pediatrics: How Reporting Guidelines Can Be Used to Improve Trial Design and Conduct · 2026 · Related
  15. Effect of Extended Infusion versus Intermittent Bolus Feedings on Hospital Weight Gain in Extremely Low Birth Weight Infants Born at <29 Weeks of Gestation: A Randomized Non-Inferiority Clinical Trial · 2026 · Related

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