The Incubator
The Incubator
Ben Courchia & Daphna Yasova Barbeau
#431 - [Journal Club] - 📌 Can Retinal Images Predict BPD and Pulmonary Hypertension?
10 minutes Posted Apr 2, 2026 at 6:00 am.
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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 ...