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Integrated Respiratory Sensing and Gated Control for Autonomous Needle Insertion Via CT Bore Robotic Arm
arXiv cs.RO0 views
arXiv:2610.30452v1 Announce Type: new Abstract: Currently, CT-guided lung biopsy is a highly manual procedure requiring patient breath-holding, iterative manual needle insertions, and repeated CT confirmation scans to accurately target a tumor. Automating this process within the CT bore--without relying on manual needle placement or patient breath-holding--has the potential to reduce procedure time, patient discomfort, and radiation exposure. In this work, we present an integrated sensing and control system capable of performing a gated needle insertion within the CT bore. The experiments demonstrate the system's ability to track and predict patient breath cycles, perform autonomous respiratory-gated needle insertion, and detect breath cycle anomalies.
Source:https://arxiv.org/abs/2610.30452PreviousTactile-Based Robotic Manipulation: From Mechanics-Driven to Data-Driven PerspectivesNextExternalise the Memory: A Pre-Registered Study of Where an Embodied Agent's Experience Should Live
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