Introduction to ArtificiaI Intelligence in Higher Education
Elastography and ceus gilja
1. National Centre for Ultrasound in Gastroenterology
Emerging techniques:
Elastography and CEUS
Odd Helge Gilja, MD, PhD
Professor
Department of Clinical Medicine
University of Bergen
Bergen, Norway
2. National Centre for Ultrasound in Gastroenterology
Sonoelastography - Palpation imaging
Soft tissue
surface
US
probe
Stiff tissue
surface
(Compression)
3. National Centre for Ultrasound in Gastroenterology
Elastography is deformation Imaging
Cecilie Brækhus from Bergen, Norway
beating Holly Holm
Deformation by the probe
during liver surgery
4. National Centre for Ultrasound in Gastroenterology
Elastography is Strain measurement
• An object of initial length L0 that is stretched or
compressed to a different length L, have a one-
dimensional strain (ε) defined as:
,
0
0
L
LL −
=ε
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Elastographic Association
between Strain and Pathology
Havre R. et al., Ultraschall 2012
6. National Centre for Ultrasound in Gastroenterology
Topics:
Ultraschall Med 2013;Jun:34:238-250
Download from
www.efsumb.org
8. National Centre for Ultrasound in Gastroenterology
New EFSUMB Liver
Elasto guidelines
• Work in-progress
• International expert group,- n=25
• Consensus meeting London July 2016
– Liver guidelines
– Published online in EJU 2017
• Consensus meeting in Frankfurt Febr 2018
– Non-liver guidelines
9. National Centre for Ultrasound in Gastroenterology
Transient Elastography
(Fibroscan)
ARFI
(Siemens)
Real Time Tissue
Elastography
(Hitachi)
ElastPQ
(Philips)
Supersonic Shear Imaging
ShearWave Elastography (Airplorer)
Elastography
Point Shear Wave
Elastography
10. National Centre for Ultrasound in Gastroenterology
Available methods for elastography
Transient Elastography Acoustic Raditation
Force Imaging (ARFI)
Point shear wave
elastography (pSWE)
Quasi static
elastography (Strain
imaging)
Supersonic Shear wave
imaging
Fibroscanner®
Echosens
Siemens
Phillips
GE
Several producers Supersonic imaging ®
Aixplorer®
Method: US probe with
a thumper creates a
physical push-pulse
into the liver and US is
used to track this shear
wave
Method: Acoustic pulse
is deposited at user
selected position,
deformation and shear
waves are recorded
Method: Strain imaging
By external or internal
tissue movement
Deposition of a parallel
acoustic cones
covering a larger area
with shear wave
tracking
Quantitative shear
wave speed, no image
Qualitative map in
ARFI. + Quantitative
pSWE
Qualitative: SR, Visual
scores, Hepatic strain
index, strain %, strain
pattern analysis
Quantitative and
qualitative
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Strain Imaging
Eur J Ultrasound, 2017
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SWE Mesurement
Eur J Ultrasound, 2017
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SWE Imaging
Eur J Ultrasound, 2017
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Transient elastography
• Fibro Scan®, for liver
tissue stiffness
measurement
• 3.5 MHz probe with 50 Hz
thumper placed inter-
costally over right liver lobe
• Emits a vibration pulse
(Shear wave) tracked by
US into the liver tissue
• Gives up elasticity in KPa
• No US image – relatively
easy to use
Shear elasticity probe for soft tissues with 1-D transient elastography.Sandrin L, Tanter M, Gennisson JL, Catheline
S, Fink MIEEE Trans Ultrason Ferroelectr Freq Control. 2002 Apr;49(4):436-46.
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Liver Elastography
1. Vibration Controlled Transient Elastography (VCTE), Fibroscan
The transient Shear Wave
travels through the liver
within tens of milliseconds
which implies that the
ultrasound-based imaging
modality must be ultrafast
to follow its propagation.
Within these constraints
stiffness can be deduced
from the strain rate images
of the Shear Wave
propagation.
18. National Centre for Ultrasound in Gastroenterology
Cut-off values for fibrosis and
cirrhosis
Significant fibrosis (F2) – 1.34 m/s
Cirrhosis (F4) – 1.80 m/s
Meta-analysis
Friedrich-Rust et al.,
J Viral Hepatitis 2012
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Liver Elastography with Fibroscan
Advantages and Disadvantages
1. VCTE-Fibroscan
Advantages
• Produces a spatially and temporally localized excitation
• Reference to a volume of scanned liver tissue
• Can be operated by non-medical personnel
• Limited intra-inter observer variability
• Tested and validated
Disadvantages
• No US guidance, no US imaging information
• Important number of technical failures
20. National Centre for Ultrasound in Gastroenterology
Longitudinal and Shear Waves
Ultrasound
Wave
Shear Wave
ρ3
E
tc =
ρ
K
lc =
cl ~ 1540 m/s
in tissue
ct = 1-10 m/s in tissue
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Acoustic Radiation Force
Transducer
Push pulse
Shear wave
depth
lateral
Force generated by a transfer of energy from an acoustic
wave to the medium through which it is propagating
Tissue displacement ~ size of red blood cell
Track pulses
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Acoustic Radiation Force
Transducer
Push pulse
Shear wave
depth
lateral
Water Drop by Bill Bryne, https://www.flickr.com/photos/
8099556@N08/3576252000/
Transmit tracking pulses to image shear wave motion
Track pulses
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Acoustic Radiation Force
Transducer
Push pulse
Shear wave
depth
lateral
Track pulses
Shear waves generated by a single
push focused at 30 mm in a
homogeneous phantom
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Combined-push Excitation
Multiple push beams transmitted
simultaneously
Shear waves generated by
multiple push beams
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Directional Filter
Combined
wave field
Left traveling
waves
Right traveling
waves
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Shear Wave Speed Estimation
1.2 ms
ct = 3.0 m/s
0.85 ms
ct = 4.2 m/s
Shear Wave Speed
Right Propagating
Waves
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Combine Waves from Different Directions
Blending
Right
Traveling
Waves
Left
Traveling
Waves
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Shear Wave Elastography compared to
histological findings and Liver Fibrosis
F1
F2
F3
F4
Ultrasound Med Biol. 2011 Sep;37(9):1361-73. Epub 2011 Jul 2011 Noninvasive in vivo liver fibrosis evaluation using supersonic shear imaging: a
clinical study on 113 hepatitis C virus patients. Bavu E, Gennisson JL, Couade M, Bercoff J, Mallet V, Fink M, Badel A, Vallet-Pichard
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SWE correlation with F0-4 score
FERRAIOLI ET AL., HEPATOLOGY, December 2012
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ROC for F0-1 versus F2-4
FERRAIOLI ET AL., HEPATOLOGY, December 2012
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GE-E9 SWE convex probe
Mulabecirovic A., et al. UMB 2016, in press
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GE-E9 SWE linear probe
Mulabecirovic A., et al. UMB 2016, in press
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GE-E9 Strain elastography
Mulabecirovic A., et al. UMB 2016, in press
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Interobserver variation GE-E9 SWE
Mulabecirovic A., et al. UMB 2017
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4. SWE
Advantages
• Very good US imaging, precise ROI guidance
• Real-time elasticity measurements
• Measurements in kPa independent of the probe/ROI
distance
• Reduced number of technical failures
Disadvantages
• Dependence on the choice of intercostal space
• Statistical analysis on static (frame) data
• Progress in Inter-Intra Observer variability but still
room for improvement
Liver Elastography with Shear Wave
Advantages and Disadvantages
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Liver
Disease
Fibrosis Cirrhosis
Liver
Cancer
Approximately 20–30% of chronic hepatitis will develop cirrhosis and its
complications within one or more decades after diagnosis
Progressive fibrosis is a feature of almost all
chronic liver diseases
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The Clinical Problem - Liver
1. Early diagnosis of Chronic Liver Disease
• Accurate estimation of mild and particularly moderate and severe
fibrosis, most studied in the setting of CHC patients but also in other liver
diseases
• Accurate non-invasive method for the early detection and diagnosis of
cirrhosis
2. Treatment follow-up
3. The risk of HCC depends on the stage of liver fibrosis
4. Liver biopsy remains the “gold standard”
39. National Centre for Ultrasound in Gastroenterology
El-Serag HB. N Engl J Med 2011;365:1118-1127
Distribution Rates of HCC
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Liver biopsy– gold standard?
• Pain and discomfort
• Risk of bleeding
• Risk of perforation
• Bad quality of biopsy
• Sampling bias / error
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§ Invasive procedure
§ Poor patient compliance
§ Risk of complications
§ Diagnostic accuracy of scoring systems
§ Intra- and interobserver variability in the
assessment of the satge of fibrosis
§ Not an ideal procedure for repeated assessment of
disease progression
§ High cost
Limitations of Liver Biopsy
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Elastisity measurement of
the liver by ultrasound
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New Guidelines 2017
Eur J Ultrasound, 2017
29 recommendations
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Liver
elasto-
graphy
How
to
perform?
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Preparation of patients
Eur J Ultrasound, 2017
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Confounding factors
EJU, 2017
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Impact of normal values
EJU, 2017
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EJU, 2019, in press22 recommendations, 13 clinical applications
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Crohn’s stenosis in Sigmoid Colon
Resected specimenElastography
Images: Prof. S. Ødegaard
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First ever Guidelines on
Elastography 2012
Ultrasonogram (left) and elastogram (right) in a patient with Crohn’s disease scanned with 5,0 MHz
frequency. The patient has a clearly thickened wall of the terminal ileum (white arrow) with a stenosis
(green asterix). In the right panel, a corresponding blue color in the anterior wall indicate hard tissue
(fibrosis) in the GI wall.
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Sonazoid
• Membrane is hydrogenated egg phosphatidylserine sodium (H
• The gas is perfluorobutane (PFB)
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Some properties of Sonazoid
• Narrow Size distribution
• Very robust: Allow for high-MI scan (0,2-0,3)
• Perform a post-vascular scan
• Use higher frequencies
• Phagocytosis by Kupffer cells in the liver
Yanagisawa et al.
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Harmonic Imaging and CEUS
Fundamental Imaging Harmonic Imaging
56. National Centre for Ultrasound in Gastroenterology
Microbubbles
Relationship bubble size and us-f
... with a resonance frequency in the range used for medical imaging
57. National Centre for Ultrasound in Gastroenterology
Fine tuning the Instrument by
adjusting the MI
Non-linear response from microbubbles is based on two different mechanisms:
– non-linear response from microbubble oscillations at low acoustic pressure, chosen to
minimize disruption of the microbubbles. ”Low MI” Imaging.
– high energy broadband non-linear response arising from microbubble disruption.
58. National Centre for Ultrasound in Gastroenterology
New Guidelines for CEUS 2011
Ultraschall Med / EJU Aug. 2011Cited almost 1000 times
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New Liver CEUS Guidelines
60. National Centre for Ultrasound in Gastroenterology
3 Phases of Liver Perfusion
• Arterial phase
– 0-30 sec.
• Portal phase
– 30-120 sec.
• Sinusoidal phase
(Parenchymal)
– 2-4 min
• Postvascular phase
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Post-vascular Phase of Liver with
9 MHz Linear Probe
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Common Indications - Liver
• Characterisation of focal lesions
– FNH, haemangioma, adenoma
• Detection of focal lesions
– metastasis
• In cirrhosis: Characterize
nodules / HCC
• Guiding of biopsies
• Guiding of intervention,- eg. Ablation
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Haemangioma
• Peripheral globular contrast pooling in arterial phase
• Globular enlargement and centripetal fill-in
• Nicolau (2004):
– 19 of 22 hemangiomas could be correctly identified in
the late phase (86.4%) and 18 in the vascular phase
(81.8%).
• Ding (2005):
– sensitivity of 96.3% and specificity of 97.5%
when centripetal fill-in enhancement was regarded as
a positive finding of hemangioma.
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Referral from the CT-lab
Haemangioma ?
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Peripheral Globular Enhancement
…with slow sentripetal filling
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In Haemangiomas, be aware…
• …not to use too high MI
• …not to focus on one lesion in all phases
• …to scan longer than 5 min.
• …some h. never totally fill in, but it is still
benign
• …big h. may behave atypically (thrombosis)
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Focal Nodular
Hyperplasia - FNH
• FNH- a centrifugal stellate branching in early arterial
phase
• Spoke wheel pattern in approx 40%
• Intense homogenous uptake
• Iso- or hyperechoic lesion is seen in portal venous
phase.
• With these characteristic features:
– sensitivity and specificity of contrast-enhanced
low MI real-time US are 87.6% and 94.5%,
respectively
– Di Stasi 1996
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CEUS in Liver Cirrhosis
• AFP has limited sensitivity
• CT and B-mode US has limited sensitivity
• To characterise nodules (RN, LG-DN, HG-DN)
• To evaluate HCC
• To evaluate portal thrombosis
– Benign or malignant infiltration ?
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hepatic arterial
supply
abnormal arterial
supply
Arterial
supply
Portal
supply
portal supply
LRN ~ LGDN ~ HGDN ~ e-HCC ~ wdHCC ~ classical HCC
early HCC
from: Matsui, Clin Hep Gastro, 2005.
(based on CT-arterioportal-angiography)
The Sequence of HCC Development
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CEUS in cirrhosis (AIH) – HCC?
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CEUS in AIH – HCC?
Arterial Phase
Sonovue
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Conclusions
• Many elastography methods
• SWE and strain imaging are incorporated in
most ultrasound scanners
• Non-invasive estimation of liver fibrosis is key
to evaluate disease progression and follow-up
of therapy
• CEUS is useful for detection and
characterization of FLLs
• Over 30 different clinical applications for
CEUS
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From vision to decision…
The lammergeier
(bearded vulture)
Photo: OH Gilja
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Missing: Spiros Kotopoulis, Michiel Postema, Eva Fosse, Gulen Arslan Lied, Friedemann Erchinger, Geir Folvik, Jose FM Gomez,
Veronika Solteszova, Dag M Ulvang, Torfinn Taxt, Helwig Hauser
Thanks to The Ultrasound Group
in Bergen