A contrast-enhanced ultrasound (CEUS) imaging approach, termed pulse inversion spectral deconvolution (PISD), is introduced. The approach uses two Gaussian-weighted Hermite polynomials to form two inverted pulse sequences. The two inversed pulses are then used to filter ultrasound (US) backscattered data and discrimination of the linear and nonlinear signal components. A research US scanner equipped with a linear array transducer was used for data acquisition. The receive data from all channels are shaped using plane wave imaging beamforming with angular compounding (from one to nine angles). In vitro data was collected with a tissue mimicking flow phantom perfused with an US contrast agent using PISD and traditional nonlinear (NLI) US imaging as comparison. The role of imaging frequency (between 4.5 and 6.25 MHz) and mechanical index (from 0.1 to 0.3) were evaluated. Preliminary in vivo data was collected in the hindlimb of three healthy mice. Preliminary experimental findings indicate that the PISD contrast-to-tissue ratio was improved nearly ten times compared to the NLI US imaging approach. Also, the spatial resolution was improved due to the effect of deconvolution and spatial angular compounding. Overall, PISD is a promising postprocessing technique for real-time CEUS imaging.

1.
Averkiou
,
M.
,
Powers
,
J.
,
Skyba
,
D.
,
Bruce
,
M.
, and
Jensen
,
S.
(
2003
). “
Ultrasound contrast imaging research
,”
Ultrasound Q.
19
,
27
37
.
2.
Blomley
,
M. J. K.
,
Cooke
,
J. C.
,
Unger
,
E. C.
,
Monaghan
,
M. J.
, and
Cosgrove
,
D. O.
(
2001
). “
Microbubble contrast agents: A new era in ultrasound
,”
BMJ
322
,
1222
.
3.
Chen
,
S.
, and
Parker
,
K. J.
(
2017
). “
Enhanced axial and lateral resolution using stabilized pulses
,”
J. Med. Imaging
4
,
027001
.
4.
Claudon
,
M.
,
Dietrich
,
C. F.
,
Choi
,
B. I.
,
Cosgrove
,
D. O.
,
Kudo
,
M.
,
Nolsøe
,
C. P.
,
Piscaglia
,
F.
,
Wilson
,
S. R.
,
Barr
,
R. G.
,
Chammas
,
M. C.
,
Chaubal
,
N. G.
,
Chen
,
M. H.
,
Clevert
,
D. A.
,
Correas
,
J. M.
,
Ding
,
H.
,
Forsberg
,
F.
,
Fowlkes
,
J. B.
,
Gibson
,
R. N.
,
Goldberg
,
B. B.
,
Lassau
,
N.
,
Leen
,
E. L.
,
Mattrey
,
R. F.
,
Moriyasu
,
F.
,
Solbiati
,
L.
,
Weskott
,
H. P.
, and
Xu
,
H. X.
(
2013
). “
Guidelines and good clinical practice recommendations for Contrast Enhanced Ultrasound (CEUS) in the liver—Update 2012: A WFUMB-EFSUMB initiative in cooperation with representatives of AFSUMB, AIUM, ASUM, FLAUS and ICUS
,”
Ultrasound Med. Biol.
39
,
187
210
.
5.
Cosgrove
,
D.
(
2006
). “
Ultrasound contrast agents: An overview
,”
Contrast Media Mod. Imag.
60
,
324
330
.
6.
Couture
,
O.
,
Fink
,
M.
, and
Tanter
,
M.
(
2012
). “
Ultrasound contrast plane wave imaging
,”
IEEE Trans. Ultrason. Ferroelectr. Freq. Control
59
,
2676
2683
.
7.
Devaney
,
A. J.
,
Marengo
,
E. A.
, and
Gruber
,
F. K.
(
2005
). “
Time-reversal-based imaging and inverse scattering of multiply scattering point targets
,”
J. Acoust. Soc. Am.
118
,
3129
3138
.
8.
Eckersley
,
R. J.
,
Chin
,
C. T.
, and
Burns
,
P. N.
(
2005
). “
Optimising phase and amplitude modulation schemes for imaging microbubble contrast agents at low acoustic power
,”
Ultrasound Med. Biol.
31
,
213
219
.
9.
Errico
,
C.
,
Pierre
,
J.
,
Pezet
,
S.
,
Desailly
,
Y.
,
Lenkei
,
Z.
,
Couture
,
O.
, and
Tanter
,
M.
(
2015
). “
Ultrafast ultrasound localization microscopy for deep super-resolution vascular imaging
,”
Nature
527
,
499
.
10.
Faez
,
T.
,
Emmer
,
M.
,
Kooiman
,
K.
,
Versluis
,
M.
,
van der Steen
,
A. F. W.
, and
de Jong
,
N.
(
2013
). “
20 years of ultrasound contrast agent modeling
,”
IEEE Trans. Ultrason. Ferroelectr. Freq. Control
60
,
7
20
.
11.
Forsberg
,
F.
,
Shi
,
W. T.
, and
Goldberg
,
B. B.
(
2000
). “
Subharmonic imaging of contrast agents
,”
Ultrasonics
38
,
93
98
.
12.
Forsberg
,
F.
,
Stanczak
,
M.
,
Lyshchik
,
A.
,
Loren
,
D.
,
O'Kane
,
P.
,
Siddiqui
,
A.
,
Kowalski
,
T. E.
,
Miller
,
C.
,
Fox
,
T.
,
Liu
,
J.-B.
, and
Eisenbrey
,
J. R.
(
2018
). “
Subharmonic and endoscopic contrast imaging of pancreatic masses: A pilot study
,”
J. Ultrasound Med.
37
,
123
129
.
13.
Gran
,
F.
, and
Jensen
,
J. A.
(
2008
). “
Spatial encoding using a code division technique for fast ultrasound imaging
,”
IEEE Trans. Ultrason. Ferroelectr. Freq. Control
55
,
12
23
.
14.
Haider
,
B.
, and
Chiao
,
R. Y.
(
1999
). “
Higher order nonlinear ultrasonic imaging
,” in
Proceedings of the 1999 IEEE Ultrasonics Symposium
, October 17–20, Caesars Tahoe, NV, pp.
1527
1531
.
15.
Hoskins
,
P. R.
,
Martin
,
K.
, and
Thrush
,
A.
(
2010
).
Diagnostic Ultrasound: Physics and Equipment
, 2nd ed. (
Cambridge University Press
,
Cambridge, UK
).
16.
Hoyt
,
K.
,
Umphrey
,
H.
,
Lockhart
,
M.
,
Robbin
,
M.
, and
Forero-Torres
,
A.
(
2015
). “
Ultrasound imaging of breast tumor perfusion and neovascular morphology
,”
Ultrasound Med. Biol.
41
,
2292
2302
.
17.
Jensen
,
J. A.
,
Nikolov
,
S. I.
,
Gammelmark
,
K. L.
, and
Pedersen
,
M. H.
(
2006
). “
Synthetic aperture ultrasound imaging
,”
Ultrasonics
44
,
5
15
.
18.
Khairalseed
,
M.
,
Brown
,
K.
,
Parker
,
K. J.
, and
Hoyt
,
K.
(
2018a
). “
Real-time H-scan ultrasound imaging using a Verasonics research scanner
,”
Ultrasonics
94
,
28
36
.
19.
Khairalseed
,
M.
,
Xiong
,
F.
,
Kim
,
J.-W.
,
Mattrey
,
R. F.
,
Parker
,
K. J.
, and
Hoyt
,
K.
(
2018b
). “
Spatial angular compounding technique for H-scan ultrasound imaging
,”
Ultrasound Med. Biol.
44
,
267
277
.
20.
Macovski
,
A.
(
1983
).
Medical Imaging Systems
(
Prentice-Hall, Inc
.,
Englewood Cliffs, NJ
), pp.
173
203
.
21.
Parker
,
K. J.
(
2016a
). “
Scattering and reflection identification in H-scan images
,”
Phys. Med. Biol.
61
,
L20
L28
.
22.
Parker
,
K. J.
(
2016b
). “
The H-scan format for classification of ultrasound scattering
,”
OMICS J. Radiol.
5
,
1
7
.
23.
Piscaglia
,
F.
,
Nolsøe
,
C.
,
Dietrich
,
C. F.
,
Cosgrove
,
D. O.
,
Gilja
,
O. H.
,
Bachmann Nielsen
,
M.
,
Albrecht
,
T.
,
Barozzi
,
L.
,
Bertolotto
,
M.
,
Catalano
,
O.
,
Claudon
,
M.
,
Clevert
,
D. A.
,
Correas
,
J. M.
,
D'Onofrio
,
M.
,
Drudi
,
F. M.
,
Eyding
,
J.
,
Giovannini
,
M.
,
Hocke
,
M.
,
Ignee
,
A.
,
Jung
,
E. M.
,
Klauser
,
A. S.
,
Lassau
,
N.
,
Leen
,
E.
,
Mathis
,
G.
,
Saftoiu
,
A.
,
Seidel
,
G.
,
Sidhu
,
P. S.
,
Haar
,
G. ter.
,
Timmerman
,
D.
, and
Weskott
,
H. P.
(
2012
). “
The EFSUMB Guidelines and Recommendations on the Clinical Practice of Contrast Enhanced Ultrasound (CEUS): Update 2011 on non-hepatic applications
,”
Ultraschall. Med.
33
,
33
59
.
24.
Poularikas
,
A. D.
(
2010
).
Transforms and Applications Handbook, Electrical Engineering Handbook
, 3rd ed. (
CRC Press
,
Boca Raton, FL
), pp.
1-28
1-29
.
25.
Saini
,
R.
, and
Hoyt
,
K.
(
2014
). “
Recent developments in dynamic contrast-enhanced ultrasound imaging of tumor angiogenesis
,”
Imag. Med.
6
,
41
52
.
26.
Shapiro
,
R. S.
,
Wagreich
,
J.
,
Parsons
,
R. B.
,
Stancato-Pasik
,
A.
,
Yeh
,
H. C.
, and
Lao
,
R.
(
1998
). “
Tissue harmonic imaging sonography: Evaluation of image quality compared with conventional sonography
,”
Am. J. Roentgenol.
171
,
1203
1206
.
27.
Sirsi
,
S.
, and
Borden
,
M.
(
2009
). “
Microbubble compositions, properties and biomedical applications
,”
Bubble Sci. Eng. Technol.
1
,
3
17
.
28.
Sirsi
,
S.
,
Feshitan
,
J.
,
Kwan
,
J.
,
Homma
,
S.
, and
Borden
,
M.
(
2010
). “
Effect of microbubble size on fundamental mode high frequency ultrasound imaging in mice
,”
Ultrasound Med. Biol.
36
,
935
948
.
29.
Sun
,
Y.
,
Kruse
,
D. E.
,
Dayton
,
P. A.
, and
Ferrara
,
K. W.
(
2005
). “
High-frequency dynamics of ultrasound contrast agents
,”
IEEE Trans. Ultrason. Ferroelectr. Freq. Control
52
,
1981
1991
.
30.
Tang
,
M.-X.
,
Kamiyama
,
N.
, and
Eckersley
,
R. J.
(
2010
). “
Effects of nonlinear propagation in ultrasound contrast agent imaging
,”
Ultrasound Med. Biol.
36
,
459
466
.
31.
Tanter
,
M.
, and
Fink
,
M.
(
2014
). “
Ultrafast imaging in biomedical ultrasound
,”
IEEE Trans. Ultrason. Ferroelectr. Freq. Control
61
,
102
119
.
32.
Trahey
,
G. E.
,
Smith
,
S. W.
, and
von Ramm
,
O. T.
(
1986
). “
Speckle pattern correlation with lateral aperture translation: Experimental results and implications for spatial compounding
,”
IEEE Trans. Ultrason. Ferroelectr. Freq. Control
33
,
257
264
.
33.
Upadhyay
,
A.
, and
Dalvi
,
S. V.
(
2019
). “
Microbubble Formulations: Synthesis, Stability, Modeling and Biomedical Applications
,”
Ultrasound Med. Biol.
45
,
301
343
.
34.
Wilkening
,
W.
,
Krueger
,
M.
, and
Ermert
,
H.
(
2000
). “
Phase-coded pulse sequence for non-linear imaging
,” in
Proceedings of the 2000 IEEE Ultrasonics Symposium
, October 22–25, San Juan, Puerto Rico, pp.
1559
1562
.
35.
Wilson
,
S. R.
, and
Burns
,
P. N.
(
2010
). “
Microbubble-enhanced US in Body Imaging: What Role?
,”
Radiology
257
,
24
39
.
You do not currently have access to this content.