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pediatric-imaging

topic1 events
papersSEP 10 04:00 UTC

PSCT-Net Reconstructs Pediatric Skull CT from Sparse X-rays to Reduce Radiation Risk

Researchers have introduced PSCT-Net, a neural method that builds 3D skull CT volumes from sparse bi-planar X-rays, offering a lower-dose option for diagnosing craniofacial conditions in children. The approach pairs a differentiable back-projection module with attention-guided refinement to make the highly ill-posed reconstruction more geometry-aware.

medical-imaging/3d-reconstruction/healthcare/deep-learning