The Incubator

A weekly discussion about new evidence in neonatal care and the fascinating individuals who make this progress possible. Hosted by Dr. Ben Courchia and Dr. Daphna Yasova Barbeau.

  1. HACE 1 DÍA

    #431 - [Journal Club] - 📌 Can Retinal Images Predict BPD and Pulmonary Hypertension?

    Send us Fan Mail In this Journal Club episode, Ben and Daphna explore an exciting new frontier in neonatology: oculomics. Reviewing a recent paper from JAMA Ophthalmology, they discuss how deep learning models applied to routine ROP screening images can predict the development of BPD and pulmonary hypertension in preterm infants. By combining visual features extracted via neural networks with standard demographic data, researchers achieved impressive predictive accuracy weeks before clinical diagnosis is typically made. Tune in to hear how the eyes might just be the window to the neonatal pulmonary vasculature! ---- Deep Learning-Based Prediction of Cardiopulmonary Disease in Retinal Images of Premature Infants. Singh P, Kumar S, Tyagi R, Young BK, Jordan BK, Scottoline B, Evers PD, Ostmo S, Coyner AS, Lin WC, Gupta A, Erdogmus D, Chan RVP, McCourt EA, Barry JS, McEvoy CT, Chiang MF, Campbell JP, Kalpathy-Cramer J.JAMA Ophthalmol. 2026 Jan 22:e255814. doi: 10.1001/jamaophthalmol.2025.5814. Online ahead of print.PMID: 41569552 Support the show As always, feel free to send us questions, comments, or suggestions to our email: nicupodcast@gmail.com. You can also contact the show through Instagram or Twitter, @nicupodcast. Or contact Ben and Daphna directly via their Twitter profiles: @drnicu and @doctordaphnamd. The papers discussed in today's episode are listed and timestamped on the webpage linked below. Enjoy!

    11 min
  2. HACE 2 DÍAS

    #431 - [Journal Club] - 📌 Rethinking the Link Between BPD Grades and Pulmonary Hypertension

    Send us Fan Mail In this episode of Journal Club, Ben and Daphna review a pivotal paper from the Journal of Pediatrics led by the Pediatric Pulmonary Hypertension Network (PPHNet). The study explores invasive hemodynamic metrics and long-term outcomes in infants with BPD-associated pulmonary hypertension. Surprisingly, researchers found an almost equal distribution of pulmonary hypertension across mild, moderate, and severe BPD grades using the Jensen criteria. The hosts discuss the implications of these findings, questioning whether our traditional 36-week assessment timepoint is sufficient and if current grading criteria capture the true severity of pulmonary vascular disease in these vulnerable infants. ---- Pulmonary Hemodynamics and Long-Term Outcomes in Children with Pulmonary Hypertension-Associated Bronchopulmonary Dysplasia. Austin ED, Mullen MP, Avitabile CM, Krishnan US, Rosenzweig EB, Keller RL, Kinsella JP, Yung D, Steffes L, Bates A, Elia EG, Romer LH, McGrath-Morrow S, Bernier ML, Mandl KD, Raj JU, Sleeper LA, Abman SH; Pediatric Pulmonary Hypertension Network (PPHNet) Investigators.J Pediatr. 2026 Feb;289:114869. doi: 10.1016/j.jpeds.2025.114869. Epub 2025 Oct 24. Support the show As always, feel free to send us questions, comments, or suggestions to our email: nicupodcast@gmail.com. You can also contact the show through Instagram or Twitter, @nicupodcast. Or contact Ben and Daphna directly via their Twitter profiles: @drnicu and @doctordaphnamd. The papers discussed in today's episode are listed and timestamped on the webpage linked below. Enjoy!

    22 min

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A weekly discussion about new evidence in neonatal care and the fascinating individuals who make this progress possible. Hosted by Dr. Ben Courchia and Dr. Daphna Yasova Barbeau.

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