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Hybrid control algorithm for flexible needle steering
- Source :
- PLOS ONE, PLoS ONE, 13(12):e0210052. Public Library of Science, PLoS ONE, 13(12):e0210052. PUBLIC LIBRARY SCIENCE, PLoS ONE, PLoS ONE, Vol 13, Iss 12, p e0210052 (2018)
- Publication Year :
- 2018
- Publisher :
- PUBLIC LIBRARY SCIENCE, 2018.
-
Abstract
- Needles are commonly used in the clinic for percutaneous procedures. The outcome of such procedures heavily depends on accurate placement of the needle. There are two main challenges to achieve high accuracy: First, aligning the needle with the targeted lesion, and second, compensating for the deflection of the needle in the tissue. In order to address these challenges, scientists have developed several robotic setups for needle steering. However, the subject is still under research and reliable implementations which can be used in clinical practice are not yet available. In this paper, we have taken some steps in order to bring needle steering closer to practice. A new hybrid control algorithm is developed, which enables us to control a flexible needle by combing base-manipulation and beveled-tip steering methods. A pre-operative path planner is developed which considers the clinical requirements. The proposed method is tested in the lung of a fresh-frozen human cadaver. The work-flow of the experiments are similar to the current clinical practice. Three experimental cases are used to evaluate the proposed steering algorithm. Experimental Case I shows that using the proposed steering algorithm controllability of the needle is increased. In Case II and Case III, the needle is steered in a gelatin phantom and a human cadaver, respectively. The targeting accuracy of 1.35 +/- 0.49mm in gelatin phantom and 1.97 +/- 0.89mm in cadave is achieved. A feasibility study is performed, in which a fine needle aspiration (FNA) needle is steered in the lungs of a human cadaver under computed tomography guidance. The targeting error for the feasibility study is 2.89 +/- 0.22mm. The results suggest that such a robotic system can be beneficial for clinical use and the patient receives less x-ray radiation.
- Subjects :
- Thorax
0209 industrial biotechnology
Electromagnetics
Percutaneous
Computer science
02 engineering and technology
Diagnostic Radiology
020901 industrial engineering & automation
Electricity
Animal Products
Medicine and Health Sciences
Tomography
RISK
Multidisciplinary
medicine.diagnostic_test
Phantoms, Imaging
Radiology and Imaging
Applied Mathematics
Simulation and Modeling
Physics
Agriculture
Robotics
Navigation
3. Good health
Fine-needle aspiration
Needles
Physical Sciences
Medicine
Engineering and Technology
Steering
Anatomy
Robots
Algorithms
Research Article
Image-Guided Biopsy
Imaging Techniques
Science
Biopsy, Fine-Needle
0206 medical engineering
Neuroimaging
Research and Analysis Methods
Imaging phantom
Diagnostic Medicine
Cadaver
medicine
Humans
LUNG-BIOPSY
Simulation
business.industry
Mechanical Engineering
PNEUMOTHORAX
Biology and Life Sciences
020601 biomedical engineering
Computed Axial Tomography
ROBOT
Gelatin
Robot
Artificial intelligence
Tomography, X-Ray Computed
business
Mathematics
SYSTEM
Neuroscience
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 13
- Issue :
- 12
- Database :
- OpenAIRE
- Journal :
- PLOS-One
- Accession number :
- edsair.doi.dedup.....77284992806445d6be90d0079c47a610