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Observation-Referenced Tissue Deformation Forecasting with Tool-Driven and Residual Dynamics

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A study forecasts tissue deformation using observation-referenced models, achieving a median error ratio of 0.598, supporting surgical simulation applications. Published on arXiv Robotics in 2026.

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10/14
  1. arXiv Robotics — research abstracts
    Observation-Referenced Tissue Deformation Forecasting with Tool-Driven and Residual Dynamics

    This study forecasts tissue deformation using observation-referenced models, improving accuracy by anchoring points to last observations. Results show a median error ratio of 0.598, supporting practical applications in surgical simulation.

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