arXiv:2607.13343cs.CVcs.ET2026-07

无需标记物的AR系统可精准定位肿瘤切除后的阳性边界。

Marker-free deformable registration and fusion for augmented reality-guided positive margin localization during tumor resection surgery

论文配图:Marker-free deformable registration and fusion for augmented reality-guided positive margin localization during tumor resection surgery
图 1 · 摘自论文原文
  • 通过轮廓约束变形与深度扫描残差对齐,实现无标记三维配准。
  • 在头颈部标本上误差低至6.19毫米,显著优于传统口头指导。
  • 适合外科医生在肿瘤切除中实时定位病灶边缘,提升手术精度。

头颈癌手术中阳性切缘需将标本病理结果映射到患者切除床。当前困难在于病理学家在变形的标本切片上识别阳性边界,而外科医生仅凭口头描述无法直观定位。本文提出一种无标记增强现实(AR)流程,将三维标本扫描中的边缘标签映射至切除床。方法结合轮廓约束变形、残差对齐深度扫描、基于表面的头戴显示融合及目标投影。珠线缝合对应关系用于估计标本形变,患者-显示融合无需外部标记。五名医生在尸体颊部和头皮再切除任务中分别测试了口头指导、查看标本后口头指导及AR引导三种模式。颊部和头皮的形变目标误差分别为7.63±3.74毫米和3.72±1.02毫米;标本-床残差距离为2.43±2.15毫米和2.19±1.06毫米。无标记融合误差与有标记方法无显著差异,总体误差为2.15±0.87毫米。端到端边缘定位误差从口头指导的21.40±3.84毫米降至16.09±4.30毫米(标本观察后),再降至AR引导下的6.19±1.79毫米(p<0.001)。在线融合耗时5.23±0.34秒。结果表明该方法能有效实现无标记AR引导,支持更精确的肿瘤切除。

原文摘要 · Abstract (English)

Positive margins in head and neck oncologic surgery require mapping specimen-side pathology findings to the patient resection bed. This is challenging because pathologists identify the positive margin on slices of the resected, deformed specimen, while surgeons must relocate the corresponding site on the resection bed using only verbal descriptions and no visual guidance. We present a marker-free augmented reality (AR) workflow for mapping a margin label from a three-dimensional specimen scan to the resection bed. The method combines contour-constrained deformation, residual alignment to a depth scan, surface-based fusion to a head-mounted display, and target projection onto the reconstructed bed. Bead-suture correspondences estimate specimen deformation, whereas patient-to-display fusion does not require external fiducial markers. Following formative experiments, five residents and surgeons performed cadaveric cheek and scalp re-resection tasks under verbal guidance, verbal guidance with specimen examination, and AR guidance. Deformation target errors were $7.63 \pm 3.74$ mm for the cheek and $3.72 \pm 1.02$ mm for the scalp; residual specimen-to-bed distances were $2.43 \pm 2.15$ mm and $2.19 \pm 1.06$ mm, respectively. Fusion error did not differ significantly between marker-free and marker-based methods on either cadaver; overall marker-free fusion error was $2.15 \pm 0.87$ mm. End-to-end margin localization error decreased from $21.40 \pm 3.84$ mm with verbal guidance and $16.09 \pm 4.30$ mm with specimen examination to $6.19 \pm 1.79$ mm with AR guidance ($p < 0.001$). Online fusion required $5.23 \pm 0.34$ s. These results demonstrate effective marker-free AR guidance for positive-margin localization and support more precise tumor resection.

AR手术无标记配准肿瘤切除

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