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Kirkpatrick, J · 2020 · DOI 10.1016/j.echo.2020.01

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eess.IV 1

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2026 1

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UNVERDICTED 1

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Echo-POSED: Geometric Self-Distillation for Echocardiography Guidance

eess.IV · 2026-05-30 · unverdicted · novelty 6.0

Echo-POSED learns an SO(3)×SO(3) pose representation via self-supervised equivariance to probe motion and invariance to cardiac phase from 2D slices of 3D echocardiography volumes, reporting 8.2° mean angular error in intra-patient guidance simulations.

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  • Echo-POSED: Geometric Self-Distillation for Echocardiography Guidance eess.IV · 2026-05-30 · unverdicted · none · ref 14

    Echo-POSED learns an SO(3)×SO(3) pose representation via self-supervised equivariance to probe motion and invariance to cardiac phase from 2D slices of 3D echocardiography volumes, reporting 8.2° mean angular error in intra-patient guidance simulations.