Health Technology/clinical-trials

Retrospective Study Evaluates AI Models for Early BPD Prediction in Preterm Infants — Turkish Research May Transform NICU Care

247 Health News Editorial

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16 Apr 2026

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3 min read

·clinical-trials

Turkish researchers are evaluating whether AI models can predict bronchopulmonary dysplasia in preterm infants using early clinical data. This retrospective study could transform NICU care by enabling earlier intervention strategies.

Originally reported by ClinicalTrials.gov

References

  1. 1.Jobe, A. H., & Bancalari, E. (2001). Bronchopulmonary dysplasia. American Journal of Respiratory and Critical Care Medicine, 163(7), 1723-1729. https://doi.org/10.1164/ajrccm.163.7.2011060
  2. 2.Jensen, E. A., & Schmidt, B. (2014). Epidemiology of bronchopulmonary dysplasia. Birth Defects Research Part A: Clinical and Molecular Teratology, 100(3), 145-157. https://doi.org/10.1002/bdra.23187
  3. 3.Konya City Hospital. (2024). Early prediction of bronchopulmonary dysplasia using clinical data from the first three postnatal weeks in preterm infants: A retrospective study with large language models. ClinicalTrials.gov. NCT07525167. https://clinicaltrials.gov/study/NCT07525167
  4. 4.Stoll, B. J., Hansen, N. I., Bell, E. F., Walsh, M. C., Carlo, W. A., Shankaran, S., ... & Eunice Kennedy Shriver National Institute of Child Health and Human Development Neonatal Research Network. (2015). Trends in care practices, morbidity, and mortality of extremely preterm neonates, 1993-2012. JAMA, 314(10), 1039-1051. https://doi.org/10.1001/jama.2015.10244
  5. 5.Thebaud, B., Goss, K. N., Laughon, M., Whitsett, J. A., Abman, S. H., Steinhorn, R. H., ... & Collaco, J. M. (2019). Bronchopulmonary dysplasia. Nature Reviews Disease Primers, 5(1), 78. https://doi.org/10.1038/s41572-019-0127-7
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