頭蓋形成術におけるインプラント自動加工ロボットシステム
A Robotic System for Implant Modification in Single-stage Cranioplasty
術中に3Dスキャナで頭蓋欠損形状を取得し、切断ロボットでカスタムインプラントを自動的に切除部に合わせて加工するシステムを提案し、手作業や光学追跡案内より高精度であることを示した。
著者: Shuya Liu, Wei-Lun Huang, Chad Gordon, Mehran Armand
分類: cs.RO, cs.SY, eess.SY
原文アブストラクト
Craniomaxillofacial reconstruction with patient-specific customized craniofacial implants (CCIs) is most commonly performed for large-sized skeletal defects. Because the exact size of skull resection may not be known prior to the surgery, in the single-stage cranioplasty, a large CCI is prefabricated and resized intraoperatively with a manual-cutting process provided by a surgeon. The manual resizing, however, may be inaccurate and significantly add to the operating time. This paper introduces a fast and non-contact approach for intraoperatively determining the exact contour of the skull resection and automatically resizing the implant to fit the resection area. Our approach includes four steps: First, a patient's defect information is acquired by a 3D scanner. Second, the scanned defect is aligned to the CCI by registering the scanned defect to the reconstructed CT model. Third, a cutting toolpath is generated from the contour of the scanned defect. Lastly, the large CCI is resized by a cutting robot to fit the resection area according to the given toolpath. To evaluate the resizing performance of our method, six different resection shapes were used in the cutting experiments. We compared the performance of our method to the performances of surgeon's manual resizing and an existing technique which collects the defect contour with an optical tracking system and projects the contour on the CCI to guide the manual modification. The results show that our proposed method improves the resizing accuracy by 56% compared to the surgeon's manual modification and 42% compared to the projection method.
関連論文
- 片手補助:単一チャネル内視鏡的粘膜下層剥離術における牽引のための連続体ロボット把持器医療ロボティクス
- 脳血管内治療における臨床医とAIの協働:自律性スペクトラムにわたるロボットナビゲーションのCopilot支援モードに関するin-vitroユーザー研究医療ロボティクス
- 低悪性度脾外傷の止血に向けた監督付き自律双腕吸引・焼灼システム医療ロボティクス
- 言語条件付き行動クローニングによる自律内視鏡ガイダンス医療ロボティクス
- MCP-Net:ロボットガイドワイヤ操作のためのリアルタイム冠動脈認識ネットワークとトポロジー解析医療ロボティクス
- 手術フェーズ認識と視覚追従を統合した自律腹腔鏡制御フレームワーク医療ロボティクス
