Robotic Endoscope Control Via Autonomous Instrument Tracking

@article{Gruijthuijsen2021RoboticEC,
  title={Robotic Endoscope Control Via Autonomous Instrument Tracking},
  author={Caspar Gruijthuijsen and Luis C. Garc{\'i}a-Peraza-Herrera and Gianni Borghesan and Dominiek Reynaerts and Jan A. Deprest and S{\'e}bastien Ourselin and Tom Kamiel Magda Vercauteren and Emmanuel B. Vander Poorten},
  journal={Frontiers in Robotics and AI},
  year={2021},
  volume={9}
}
Many keyhole interventions rely on bi-manual handling of surgical instruments, forcing the main surgeon to rely on a second surgeon to act as a camera assistant. In addition to the burden of excessively involving surgical staff, this may lead to reduced image stability, increased task completion time and sometimes errors due to the monotony of the task. Robotic endoscope holders, controlled by a set of basic instructions, have been proposed as an alternative, but their unnatural handling may… 

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References

SHOWING 1-10 OF 110 REFERENCES

A Review of Camera Viewpoint Automation in Robotic and Laparoscopic Surgery

This paper reviews the state of the art of autonomous camera control with a focus on surgical applications and proposes potential avenues of research in this field that will support the transition from direct slaved control to truly autonomous robotic camera systems.

Towards an autonomous robot for camera control during laparoscopic surgery.

A test platform that tracks laparoscopic instruments and automatically moves a camera with no explicit human direction is developed, showing that it is possible to create an autonomous camera system that cooperates with a surgeon without requiring any explicit user input.

Visual servoing of a robotic endoscope holder based on surgical instrument tracking

The aim is to provide more comfort to the practitioner during surgery by automatically positioning the endoscope at his request by automatically maintaining one or more instruments roughly at the center of the laparoscopic image through different command modes.

Towards an Autonomous Robot-Assistant for Laparoscopy Using Exteroceptive Sensors: Feasibility Study and Implementation

Training tasks, such as suturing training, have been performed by surgeons to validate the usefulness of the proposed platform, proving that a collaborative robot can autonomously comply with camera-holder assistant tasks.

Multimodal and Mixed Control of Robotic Endoscopes

This work designs and implements a multimodal and mixed-initiative technique that combines two user controls and one system control that highlights the relevance of HCI research in the medical domain through robotic systems.

Application of visual tracking for robot-assisted laparoscopic surgery

A practical visual tracking method to achieve automated instrument localization and endoscope maneuvering in robot-assisted laparoscopic surgery and experimental results are presented to show the feasibility of the proposed method.

SCAN: System for Camera Autonomous Navigation in Robotic-Assisted Surgery

This work investigates the introduction of SCAN (System for Camera Autonomous Navigation) to overcome the limitation of direct control over both the surgical tools and the endoscope in robotic surgery.

Automating Endoscope Motion in Robotic Surgery: A Usability Study on da Vinci-Assisted Ex Vivo Neobladder Reconstruction

The autonomous endoscope improves the usability of the surgical system, and it has the potential to be an additional and customizable tool for the surgeon that can always take control of the endoscope or leave it to move autonomously.

An intelligent and autonomous endoscopic guidance system for minimally invasive surgery

The endoscopic guidance system for minimally invasive surgery presented here autonomously aligns the laparoscopic camera with the end-effectors of the surgeon's instruments to lead to 29.2% less movements and to an improved visibility of the instruments.

Autonomous and stable tracking of endoscope instrument tools with monocular camera

  • K. SongChun-Ju Chen
  • Computer Science
    2012 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)
  • 2012
An image tracking system with a stable view for minimally invasive surgery (MIS) by using monocular endoscope is developed by setting a buffer zone in the center of image frame for the robotic camera holder to track the endoscope instruments.
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