STRIQ recasts annotation-free ultrasound plane QC as subspace-guided consistency measurement via a Latent Registration Aligner and Orthogonal Knowledge Subspace, reporting SOTA correlation with clinical scores on US4QA and CAMUS.
arXiv preprint arXiv:2502.13511 (2025)
2 Pith papers cite this work. Polarity classification is still indexing.
2
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