Run-time Monitoring for Robot-Assisted Surgery

Kristina Gogoladze*, Natasha Alechina, Zhaoyang Jacopo Hu, Haozheng Xu, Romy van Jaarsveld, Jelle P. Ruurda

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

We present a proposal to support surgeons during robot-assisted surgery. Our approach is based on run-time monitoring for properties that should hold during the surgery, and issuing a warning to the surgeon if they are violated. We outline the general approach involving properties that require both visual input from the cameras as well as kinematic information obtained from the robot’s manipulators. Then we describe preliminary work on monitoring using purely kinematic information.

Original languageEnglish
Title of host publicationShort Paper Proceedings of the 6th International Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis
PublisherCEUR-WS
Pages127-133
Number of pages7
Publication statusPublished - 19 Jan 2025
Event6th International Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis, OVERLAY 2024 - Bolzano, Italy
Duration: 28 Nov 202429 Nov 2024

Publication series

NameCEUR Workshop Proceedings
PublisherCEUR-WS
Volume3904
ISSN (Print)1613-0073

Conference

Conference6th International Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis, OVERLAY 2024
Country/TerritoryItaly
CityBolzano
Period28/11/2429/11/24

Keywords

  • Linear temporal logic
  • Robot-assisted surgery
  • Runtime verification

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