ArticleAnnals of surgical oncology2026
Vector Physics Applied: A Strategic Approach to Optimized Retraction in Robotic Liver Surgery.
Article in Annals of surgical oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
1 citing paper in PubMed.
- ASO Author Reflections: From Intuition to Strategy: Traction and Countertraction in Robotic Liver Surgery.Annals of surgical oncology · 2026Article
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Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundRobotic liver resection continues to expand; yet surgeons frequently face a fundamental limitation: there are not enough available "hands" to provide effective retraction.
methodsPatient-specific 3D liver models were reconstructed from contrast-enhanced CT using the SYNAPSE
resultsThree representative traction patterns were demonstrated: 1) combined ligament, gallbladder, suture, and robotic arm traction providing coordinated traction-counter-traction during parenchymal transection; 2) V-shaped suture traction with robotic arm counter-traction to open the transection plane; and 3) bilateral traction along the demarcation line for wide counter-traction in major hepatectomy. In all patterns, aligned traction vectors enabled stable visualization of the transection plane.
conclusionsThis multimodal, vector-based approach offers a reproducible method of addressing traction and counter-traction constraints inherent to robotic liver surgery. Integration of 3D simulation optimizes preoperative planning and facilitates safe and efficient parenchymal transection.
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Registered trials
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