ICRA Tutorial on Medical Robotics
A great new feature at this IEEE ICRA is the invited tutorials. A half-day-long tutorial on medical robotics. If you are around, stop by in room A2!
"Tutorial Content
Robot-assisted minimally invasive surgery (RMIS) was used for
over 570,000 abdominal and pelvic procedures worldwide in 2014, and for
approximately 2 million procedures since commercial products were
launched in 2000. The da Vinci Surgical System is the most prominent
commercially available robot for abdominal and pelvic surgery in the
world, but even wider proliferation of RMIS is expected in the coming
decade as many companies launch new platforms. We recently counted 14
new RMIS systems that have been launched as products or announced as
being under development. RMIS offers advantages over traditional manual
minimally invasive surgery by increasing dexterity, allowing motion and
force scaling, and providing an unprecedented opportunity to collect
data to understand and impact how a surgery is performed. However,
significant concerns remain regarding the safety, efficacy, and
cost-effectiveness of RMIS systems -- and new design, control methods,
and applications need to be identified by the robotics community.
Minimally invasive surgery typically assumes that there is natural
and fairly direct optical observation of the surfaces of tissue and
elements of the environment. In contrast, a large class of medical
procedures are image-guided interventions, in which medical imaging
modalities (e.g. MRI, CT, ultrasound) are used to see through tissue.
This enables helpful visualization, but physical access to many
locations remains a challenge. Robots can help with these procedures by
effectively controlling needles (or catheters or other small devices)
inside tissue, rather than just exposing and manipulating a surface.
Recent years have seen a surge in robots that physically interact
with human voluntary movements. Collaborative robots have been developed
to facilitate the handling of objects and tools in manufacturing;
Assistive robots are aimed at increasing mobility; Rehabilitation robots
target movements training for physically or neurologically impaired
individuals; Dedicated devices have been designed to carry out
neuroscientific investigations. These robots have in common that they
should smoothly and efficiently interact with human movements.
Therefore, they should consider the users' safety, neuromechanics and
sensorimotor control, as well as the requirements of the environment in
which they will be used.
In this tutorial, we will study of the design and control of robots
and associated technology for medical applications, focusing on surgery,
interventional radiology and neurorehabilitation. The tutorial is aimed
toward through in the fields of engineering and computer science; no
medical background is required. The tutorial expects a solid background
in dynamic systems modeling, knowledge of introductory controls, and an
understanding of basic robotics, including forward and inverse
kinematics, use of the Jacobian, and workspace.
The tutorial consists of a set of four lectures:
08:00 - 8:10 | Introduction (slides) |
08:10 - 9:00 | Lecture 1 : Design Considerations for Medical Robots (slides) Allison Okamura |
9:00-9:50 | Lecture 2 : Kinematics and Control of Medical Robots (slides) Allison Okamura |
9:50 - 11:10 (coffee break will be from 10:20-10:40 am) | Lecture 3 : Image-Guided Therapy
(slides) Nobuhiko Hata |
11:10 - 12:10 | Lecture 4 : Collaborative Robots for Mobility Assistance and Rehabilitation (slides) Etienne Burdet |
12:10 - 12:30 | Conclusion (slides) |
Lecture 1 : Design Considerations for Medical Robots
Medical robots must be safe, biocompatible, and (where appropriate)
imaging-compatible. Here we discuss the design challenges for medical
robots that enter the body of a patient, focusing on the robot
specifications as well as the therapy delivery method.
Lecture 2 : Kinematics and Control of Medical Robots
Existing robots for medical interventions share important design and
control features that allow them to perform minimally invasive
techniques while keeping the human operator in the loop. This lecture
will present (commercially) successful surgical robot kinematics and
explain how human-in-the-loop control is achieved through
telemanipulation and cooperative manipulation.
Lecture 3 : Image-Guided Interventions
In image-guided interventions, the clinician uses intra-operative image
guidance for visualization while placing a medical instrument, typically
a needle or catheter. A robot can similarly use visual information to
carry out a procedure partially or completely autonomously. In this
lecture, we will discuss the different types of imaging modalities
available to clinicians (and robots), as well as how robots use those
images in the process of performing an intervention. The lecture will
also highlight how to run a successful translational research group
using open source software, deploy medical robots clinically, and use
your clinical experience to foster commercialization of the robot."
Lecture 4 : Collaborative Robots for Mobility Assistance and Rehabilitation
In this lecture we will present and discuss the requirements and
solutions for robots that physically interact with the movements of
their users. We will illustrate these on the design of collaborative
wheelchairs, on rehabilitation devices to train the upper limb in
neurologically impaired individuals, and on dedicated robots to
investigate the neural control of movements. We will study how knowledge
of human sensorimotor control can help systems provide an intuitive
control and efficient learning.
Software
- Slicer: http://www.slicer.org
- Open IGT: http://www.openigt.org
- Human motor control modelling and interactive control: http://www.imperial.ac.uk/human-robotics/software/
- Advanced Multimodal Image-Guided Operating (AMIGO) suite is the clinical translational test-bed for research at the National Center for Image Guided Therapy (NCIGT): http://ncigt.org/amigoprocedures
- I-Corps at NIH (training for project teams at NIH-funded small businesses overcome key obstacles along the path of innovation and commercialization): https://sbir.cancer.gov/programseducation/icorps/webinar
- H. Choset, M. Zenati, T. Ota, A. Degani, D. Schwartzman. Enabling Medical Robotics for the Next Generation of Minimally Invasive Procedures: Minimally Invasive Cardiac Surgery with Single Port Access. In J. Rosen, B. Hannaford, and R. Satava, Eds., Surgical Robotics - Systems, Applications, and Visions, pp. 257-270. Springer, 2011.
- S. M. Farritor, A. C. Lehman, and D. Oleynikov. Miniature In Vivo Robots for Notes. In J. Rosen, B. Hannaford, and R. Satava, Eds., Surgical Robotics - Systems, Applications, and Visions, pp. 123-138. Springer, 2011.
- G. Fichtinger, P. Kazanzides, A. M. Okamura, G. D. Hager, L. L. Whitcomb, and R. H. Taylor. Surgical and Interventional Robotics Part II: Surgical CAD-CAM Systems. IEEE Robotics and Automation Magazine, 15(3):94-102, 2008.
- G. S. Guthart and J. K. Salisbury, Jr. The IntuitiveTM telesurgery system: overview and application. In Proceedings of the IEEE International Conference on Robotics and Automation, pp. 618-621, 2000.
- N. Hata, J. Tokuda, S. Hurwitz, and S. Morikawa. MRI-Compatible Manipulator With Remote-Center- of-Motion Control. Journal of Magnetic Resonance Imaging, 27:1130-1138, 2008.
- N. Jarrasse, T. Charalambous, and E. Burdet. A Framework to describe, analyze and generate interactive motor behaviors. PLoS ONE 7(11): e49945, 2012. doi:10.1371/journal.pone.0049945
- A. J. Madhani, G. Niemeyer, and J. K. Salisbury, Jr. The Black Falcon: a teleoperated surgical instrument for minimally invasive surgery. In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 936-944, 1998.
- J. Marescaux, J. Leroy, M. Gagner, F. Rubino, D. Mutter, M. Vix, S. E. Butner, M. K. Smith. Transatlantic Robot-Assisted Telesurgery. Nature, 413:379-380, 2001.
- G. Niemeyer, C. Preusche, G. Hirzinger. Chapter 31: Telerobotics. In Springer Handbook of Robotics, pages 741-757, 2008.
- A. M. Okamura. Haptic feedback in robot-assisted minimally invasive surgery. Current Opinion in Urology, 19(1):102-107, 2009.
- R. H. Taylor and D. Stoianovici. Medical Robotics in Computer-Integrated Surgery. IEEE Transactions on Robotics, 19(5):765-781, 2003.
- Z. Yaniv, and K. Cleary. Image-Guided Procedures: A Review. CAIMR Technical report TR-2006-3, 2006."
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