Key result
Prenatal AI models for HLHS should shift focus from cardiac morphology to fibrotic systems biology.
Design
Review
May not yet guide prenatal HLHS AI use; leaves open whether fibrotic systems biology improves model performance.
No abstract yet. The journal hasn't published one we can show.
No takes yet. Share an insight, caveat, or question.
Zhang et al. (2026) studied this question. Prenatal AI models for hypoplastic left heart syndrome should shift focus from cardiac morphology to fibrotic systems biology.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: