interventional imaging in igt · miccai 2009 medical robotics tutorial nmr • nuclear magnetic...
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MICCAI 2009 Medical Robotics Tutorial
Interventional Imaging in IGT
Terry PetersRobarts Research Institute
University of Western OntarioLondon, Canada
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MICCAI 2009 Medical Robotics Tutorial
Overview• Introduction to Modalities
– Computed Tomography– Magnetic Resonance Imaging– Ultrasound
• How they work• What they do• How they are used in image-guided
interventions• Where to from here?
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MICCAI 2009 Medical Robotics Tutorial
The Beginnings of CT
• Johann Radon 1917 – “The Radon Transform”– Mathematical underpinnings of CT
• Ronald Bracewell 1956– Radio Astronomy– Reconstruction of radio sources from radio-
telescope signals– Mathematics similar to CT reconstruction – Reconstructed images using mechanical
calculator! (3 instructions/min?!)
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MICCAI 2009 Medical Robotics Tutorial
Sir Godfrey Hounsfield• Engineer for EMI PLC
– (the music company)• Nobel Prize 1979 (with
Alan Cormack)• Knighted 1981
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MICCAI 2009 Medical Robotics Tutorial
CT PrinciplesTwo minutes of CT Physics!
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MICCAI 2009 Medical Robotics Tutorial
Central Slice Theorem
2D FT
φ
Projection at angle φ 1D FT of Projection at angle φ
1D FT
φ
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MICCAI 2009 Medical Robotics Tutorial
Cross-section of head
Vertical projection of this cross-section Modified (filtered) projection
FT ⏐ρ⏐ Inv FT
Back-project filtered projections (at all angles)
Filtered Back Projection
Or convolve with
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MICCAI 2009 Medical Robotics Tutorial
Clinical Acceptance of CT!?
• Radiology colleagues less than enthusiastic
• Dr James Ambrose 1972– Radiologist, Atkinson -
Morley’s Hospital London– Recognised potential of
EMI-scanner“• Maybe potential world
market for 6 CT machines”– EMI 1972
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MICCAI 2009 Medical Robotics Tutorial
Then ……………and Now
• 1974• 80 x 80 image• 3 mm pixels• 13 mm thick slices• Two simultaneous
slices!!!• 80 sec scan time per
slice• 80 sec recon time
• 2009• 1024 x 1024 image• <1mm slice thickness• <0.5mm pixels• 0.25 sec rotation• 0.1 sec recon per slice• Isotropic resolution• Volume scanning - up to
320 slices in 350ms
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MICCAI 2009 Medical Robotics Tutorial
So what good is it?
• Images electron density• Good high contrast discrimination• Great for bones• Not so good in brain (poor white/grey matter
contrast)• High spatial resolution• High temporal resolution (2-3 images/sec)• High radiation dose• Use for image-guidance
– Pre-operative imaging for modeling– Limited for intra-operative guidance – dose restrictions
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MICCAI 2009 Medical Robotics Tutorial
CT Angiography (CTA)
Normal Coronary CTA
Jason Cole M.D., Cardiology Associates
Image vessels in 3DInject contrast agent
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MICCAI 2009 Medical Robotics Tutorial
Plaque in LAD Artery
Jason Cole M.D., Cardiology Associates
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MICCAI 2009 Medical Robotics Tutorial
CT in RoboticallyCT in Robotically--Assisted CABGAssisted CABG
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MICCAI 2009 Medical Robotics Tutorial
Port Placement AlgorithmPort Placement Algorithm
• Potential port locations (intercostalspaces) and targets (IMA & LAD) defined as splines
• Optimization based on robot kinematics, tool design, intercostal spaces & target locations, etc
• Optimal locations defined assuming targets do not move (i.e., CT accurately represents OR situation)
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MICCAI 2009 Medical Robotics Tutorial
Visualization for PlanningVisualization for Planning
• 64 slice preoperative CT: – Mid diastole only– Slice thickness, in-
plane resolution• Currently limited to slice-
by-slice axial views, combined with a volumetric display
• Major challenge:– incorporating robot
kinematics– Incorporate change in
geometry pre-op/intra-op
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MICCAI 2009 Medical Robotics Tutorial
Magnetic Resonance Imaging
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MICCAI 2009 Medical Robotics Tutorial
NMR
• Nuclear Magnetic Resonance• Imaging through magnetic properties of tissue• Roots in Physics and Chemistry labs• Built on mathematical foundations similar to CT• Became MRI in medical imaging community ….
“Nuclear” not considered politically correct!• “Most important medical breakthrough since the
invention of X rays”
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MICCAI 2009 Medical Robotics Tutorial
MRI (formally NMR imaging)• Paul Lautebur 1975
– Presented at Stanford CT meeting
– “Zeugmatography”• Magnets!?• Gradients?!• Clinical Applications?
• Raymond Damadian 1977 – relaxation times and cancer
• Sir Peter Mansfield 1980– Slice-selection– Echo-planar imaging
Zeugmatographyimage of water-filled
test tubes
Early MansfieldThorax Image
Lautebur and Mansfield Shared Nobel Prize in Medicine for MRI in 2003
Object Reconstruction
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MICCAI 2009 Medical Robotics Tutorial
Two minutes of MR Physics!
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MICCAI 2009 Medical Robotics Tutorial
N
S
Frequency
Spinning nuclei generate rf signals
x
y
z
ω0
FT
0 0.2 0.4 0.6 0.8 1-1
-0.8
-0.6
-0.4
-0.2
0
0.2
0.4
0.6
0.8
1
Time
Sign
al FID
0.2 0.4 0.6 0.8 100
10
20
30
40
50
60
Sign
al spectrum
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MICCAI 2009 Medical Robotics Tutorial
Gradients provide spatial information
Gx
Sample tube with three regions with different Proton densities Place in Magnetic field + gradientProtons in all regions precess with different frequenciesCan now differentiate between regions by examiningFrequency content of signal (Fourier Transform)
Low frequency
Med frequency
High frequency
Sum
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MICCAI 2009 Medical Robotics Tutorial
Fourier Transform and Image2D (3D) signal data are samples of a 2D (3D) Fourier Transform of the image
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MICCAI 2009 Medical Robotics Tutorial
• “Interesting images, but will never be as useful as CT”
– (A different) neuroradiologist, 1982
– (However he rapidly changed his tune!!)
35 Years of MRIFirst brain MR image
Typical T2-weighted MR image
2009 7T image
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MICCAI 2009 Medical Robotics Tutorial
MRI Scanner
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MICCAI 2009 Medical Robotics Tutorial
So what good is it?
• Images water behaviour• Basic contrast due to T1 and T2 characteristics• Good soft tissue contrast (esp white/grey matter)• Functional• Diffusion• High spatial resolution• High temporal resolution• No radiation dose• Use for image-guidance
– Pre-operative modeling– Limited application for intra-operative guidance
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MICCAI 2009 Medical Robotics Tutorial
Intra-operative MRI and NeuroArm RobotIntra-operative MRI and NeuroArm Robot
Images courtesy Dr Garnett Sutherland, Calgary Alberta
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MICCAI 2009 Medical Robotics Tutorial
Intra-operative MRIIntra-operative MRI
GE “Double Donut” Medtronic Odin Polestar
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MICCAI 2009 Medical Robotics Tutorial
MR Imaging - more than T1 and T2
• MRA - Magnetic resonance angiography– images of vessels
• MRS - Magnetic resonance spectroscopy– images of chemistry of the brain and muscle metabolism
• fMRI - functional magnetic resonance imaging– image of brain function
• PW MRI – Perfusion-weighted imaging• DW MRI – Diffusion-weighted MRI
– images of nerve pathways
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MICCAI 2009 Medical Robotics Tutorial
MR Imaging ModalitiesMR Imaging Modalities
Angiography
digitalspotlight.files.wordpress.com
brainimaging.waisman.wisc.edu
Functional MRI
Diffusion Tensor Imaging
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MICCAI 2009 Medical Robotics Tutorial
Ultrasound
(a) (b)
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MICCAI 2009 Medical Robotics Tutorial
Two minutes of US Physics!
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MICCAI 2009 Medical Robotics Tutorial
Scanning and Display Modes
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MICCAI 2009 Medical Robotics Tutorial
Ultrasound Transducers
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MICCAI 2009 Medical Robotics Tutorial
So what good is it?
• Images interfaces between tissues• Relatively inexpensive• Portable• Real time 2D and 3D• Does not pass through air or bone• Doppler – measures blood flow• Difficult to interpret• Use for image-guidance
– Often registered with pre-op image to give context
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MICCAI 2009 Medical Robotics Tutorial
Colour Doppler Imaging
Carotid Normal Carotid Stenosis
Kidney Liver
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MICCAI 2009 Medical Robotics Tutorial
3-D Ultrasound Acquisition
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MICCAI 2009 Medical Robotics Tutorial
33--D Ultrasound AcquisitionD Ultrasound Acquisition
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MICCAI 2009 Medical Robotics Tutorial
US (and CT/MRI) in intraUS (and CT/MRI) in intra--cardiac interventioncardiac intervention
• Create model from pre-op imaging• Register model to patient• Use Trans-espophageal US for real-time
image guidance• Introduce instruments through chest/heart
wall• Magnetically track US and instruments• Display in VR environment
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MICCAI 2009 Medical Robotics Tutorial
Intra-cardiac interventionIntraIntra--cardiac interventioncardiac intervention
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MICCAI 2009 Medical Robotics Tutorial
US-guided intra-cardiac interventionUS-guided intra-cardiac intervention
Valve insertion tool
AuroraTM Field Generator
UCI
Valve insertion tool
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MICCAI 2009 Medical Robotics Tutorial
IntraIntra--cardiac interventioncardiac intervention
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MICCAI 2009 Medical Robotics Tutorial
IntraIntra--cardiac interventioncardiac intervention
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MICCAI 2009 Medical Robotics Tutorial
Other modalities• Positron Emission Tomography (PET)
– Records gamma rays emitted when e(-) and e(+) annihilate
– Reconstructs 3D distribution of positron-emitting isotope
• Single Photon Emission Computed Tomography (SPECT)– Records gamma-emitting isotopes directly– 3D distributions
• Displays distribution of functionally active agents
• Cancer diagnosis, metabolic activity
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MICCAI 2009 Medical Robotics Tutorial
ConclusionConclusion• CT and MRI provide high resolution 3D and
4D data– Not easily adaptable to real time intra-operative
imaging• US is inexpensive, capable of real-time 2D
and 3D imaging– Resolution limitations, lack of context and
artefacts render US unsuitable for most image-guidance
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MICCAI 2009 Medical Robotics Tutorial
ConclusionConclusion• Future of image-guided procedures will
rely on– Pre-op images registered to patient and intra-
op real-time imaging (US, optical)• Deformable models will be controlled by
real-time images to update pre-op images in real time
• Research challenges lie in – Accurate tracking of intra-op imaging devices
and real-time registration– Deformation of pre-operative models to intra-
operative anatomy.