Adaptive Clutter Demodulation for Non-Contrast Ultrasound Perfusion Imaging.

Abstract:

:Conventional Doppler ultrasound is useful for visualizing fast blood flow in large resolvable vessels. However, frame rate and tissue clutter caused by movement of the patient or sonographer make visualizing slow flow with ultrasound difficult. Patient and sonographer motion causes spectral broadening of the clutter signal, which limits ultrasound's sensitivity to velocities greater than 5-10 mm/s for typical clinical imaging frequencies. To address this, we propose a clutter filtering technique that may increase the sensitivity of Doppler measurements to at least as low as 0.52 mm/s. The proposed technique uses plane wave imaging and an adaptive frequency and amplitude demodulation scheme to decrease the bandwidth of tissue clutter. To test the performance of the adaptive demodulation method at suppressing tissue clutter bandwidths due to sonographer hand motion alone, six volunteer subjects acquired data from a stationary phantom. Additionally, to test in vivo feasibility, arterial occlusion and muscle contraction studies were performed to assess the efficiency of the proposed filter at preserving signals from blood velocities 2 mm/s or greater at a 7.8 MHz center frequency. The hand motion study resulted in initial average bandwidths of 175 Hz (8.60mm/s), which were decreased to 10.5 Hz (0.52 mm/s) at -60 dB using our approach. The in vivo power Doppler studies resulted in 4.73 dB and 4.80 dB dynamic ranges of the blood flow with the proposed filter and 0.15 dB and 0.16 dB dynamic ranges of the blood flow with a conventional 50 Hz high-pass filter for the occlusion and contraction studies, respectively.

journal_name

IEEE Trans Med Imaging

authors

Tierney J,Coolbaugh C,Towse T,Byram B

doi

10.1109/TMI.2017.2714901

subject

Has Abstract

pub_date

2017-09-01 00:00:00

pages

1979-1991

issue

9

eissn

0278-0062

issn

1558-254X

journal_volume

36

pub_type

杂志文章
  • Solving the Bloch equation with periodic excitation using harmonic balancing: application to Rabi modulated excitation.

    abstract::In waveform design for magnetic resonance applications, periodic continuous-wave excitation offers potential advantages that remain largely unexplored because of a lack of understanding of the Bloch equation with periodic continuous-wave excitations. Using harmonic balancing techniques the steady state solutions of th...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2015.2423313

    authors: Tahayori B,Johnston LA,Layton KJ,Farrell PM,Mareels IM

    更新日期:2015-10-01 00:00:00

  • Wavelet coding of volumetric medical datasets.

    abstract::Several techniques based on the three-dimensional (3-D) discrete cosine transform (DCT) have been proposed for volumetric data coding. These techniques fail to provide lossless coding coupled with quality and resolution scalability, which is a significant drawback for medical applications. This paper gives an overview...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/tmi.2003.809582

    authors: Schelkens P,Munteanu A,Barbarien J,Galca M,Giro-Nieto X,Cornelis J

    更新日期:2003-03-01 00:00:00

  • A maximum a posteriori probability expectation maximization algorithm for image reconstruction in emission tomography.

    abstract::The expectation maximization method for maximum likelihood image reconstruction in emission tomography, based on the Poisson distribution of the statistically independent components of the image and measurement vectors, is extended to a maximum aposteriori image reconstruction using a multivariate Gaussian a priori pr...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.1987.4307826

    authors: Levitan E,Herman GT

    更新日期:1987-01-01 00:00:00

  • Detecting Surgical Tools by Modelling Local Appearance and Global Shape.

    abstract::Detecting tools in surgical videos is an important ingredient for context-aware computer-assisted surgical systems. To this end, we present a new surgical tool detection dataset and a method for joint tool detection and pose estimation in 2d images. Our two-stage pipeline is data-driven and relaxes strong assumptions ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2015.2450831

    authors: Bouget D,Benenson R,Omran M,Riffaud L,Schiele B,Jannin P

    更新日期:2015-12-01 00:00:00

  • Parametric estimate of intensity inhomogeneities applied to MRI.

    abstract::This paper presents a new approach to the correction of intensity inhomogeneities in magnetic resonance imaging (MRI) that significantly improves intensity-based tissue segmentation. The distortion of the image brightness values by a low-frequency bias field impedes visual inspection and segmentation. The new correcti...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.845174

    authors: Styner M,Brechbühler C,Székely G,Gerig G

    更新日期:2000-03-01 00:00:00

  • Low-field 3-DFT MRI: conceptual, analytical, and experimental aspects.

    abstract::Three-dimensional Fourier transform (3-DFT) magnetic resonance imaging (MRI) offers advantages in terms of signal-to-noise (S/N) per unit of time for the case where a large number of slices is desired. This advantage is enhanced when the relaxation time, T(1 ), is short. Because time limitations in 3-DFT imaging force...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.97588

    authors: Kramer DM,Kaufman L,Rothschild P,Hale J,Wummer J,Hake KK

    更新日期:1991-01-01 00:00:00

  • Noninvasive Reconstruction of Transmural Transmembrane Potential With Simultaneous Estimation of Prior Model Error.

    abstract::To reconstruct electrical activity in the heart from body-surface electrocardiograms (ECGs) is an ill-posed inverse problem. Electrophysiological models have been found effective in regularizing these inverse problems by incorporating a priori knowledge about how the electrical potential in the heart propagates over t...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2019.2906600

    authors: Ghimire S,Sapp JL,Horacek BM,Wang L

    更新日期:2019-11-01 00:00:00

  • Estimation of Strain Elastography from Ultrasound Radio-Frequency Data by Utilizing Analytic Gradient of the Similarity Metric.

    abstract::Most strain imaging techniques follow a pipeline strategy: in the first step, tissue displacement is estimated from radio-frequency (RF) frames, and in the second step, a spatial derivative operation is applied. There are two main issues that arise from this framework. First, the gradient operation amplifies noise, an...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2017.2685522

    authors: Omidyeganeh M,Xiao Y,Ahmad MO,Rivaz H

    更新日期:2017-06-01 00:00:00

  • Iterative image reconstruction using inverse fourier rebinning for fully 3-D PET.

    abstract::We describe a fast forward and back projector pair based on inverse Fourier rebinning for use in iterative image reconstruction for fully three-dimensional (3-D) positron emission tomography (PET). The projector pair is used as part of a factored system matrix that takes into account detector-pair response by using sh...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:

    authors: Cho S,Li Q,Ahn S,Bai B,Leahy RM

    更新日期:2007-03-01 00:00:00

  • Closing the Gap between Deep Neural Network Modeling and Biomedical Decision-Making Metrics in Segmentation via Adaptive Loss Functions.

    abstract::Deep learning is becoming an indispensable tool for various tasks in science and engineering. A critical step in constructing a reliable deep learning model is the selection of a loss function, which measures the discrepancy between the network prediction and the ground truth. While a variety of loss functions have be...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2020.3031913

    authors: Seo H,Bassenne M,Xing L

    更新日期:2020-10-19 00:00:00

  • Interactions Between Large-Scale Functional Brain Networks are Captured by Sparse Coupled HMMs.

    abstract::Functional magnetic resonance imaging (fMRI) provides a window on the human brain at work. Spontaneous brain activity measured during resting-state has already provided many insights into brain function. In particular, recent interest in dynamic interactions between brain regions has increased the need for more advanc...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2017.2755369

    authors: Bolton TAW,Tarun A,Sterpenich V,Schwartz S,Van De Ville D

    更新日期:2018-01-01 00:00:00

  • Spiral-CT-based assessment of tracheal stenoses using 3-D-skeletonization.

    abstract:PURPOSE:Demonstration of a technique for three-dimensional (3-D) assessment of tracheal-stenoses, regarding site, length and degree, based on spiral computed tomography (S-CT). PATIENTS AND METHODS:S-CT scanning and automated segmentation of the laryngo-tracheal tract (LTT) was followed by the extraction of the LTT me...

    journal_title:IEEE transactions on medical imaging

    pub_type: 临床试验,杂志文章

    doi:10.1109/42.996344

    authors: Sorantin E,Halmai C,Erdöhelyi B,Palágyi K,Nyúl LG,Ollé K,Geiger B,Lindbichler F,Friedrich G,Kiesler K

    更新日期:2002-03-01 00:00:00

  • Real-Time Gain Control of PET Detectors and Evaluation With Challenging Radionuclides.

    abstract::Accurate gain control of PET detectors is a prerequisite for quantitative accuracy. A shift in the 511 keV peak position can lead to errors in scatter correction, degrading quantitation. The PET detectors in a PET/MR scanner are subject to thermal transients due to eddy currents induced during gradient-intensive MRI s...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2020.3022321

    authors: Jansen FP,Deller TW,Fries MD,Khalighi MM,White SL,Radford LL,McConathy JE,Lapi SE

    更新日期:2021-01-01 00:00:00

  • Electrical impedance tomography of translationally uniform cylindrical objects with general cross-sectional boundaries.

    abstract::An algorithm is developed for electrical impedance tomography (EIT) of finite cylinders with general cross-sectional boundaries and translationally uniform conductivity distributions. The electrodes for data collection are assumed to be placed around a cross-sectional plane; therefore, the axial variation of the bound...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.52982

    authors: Ider YZ,Gencer NG,Atalar E,Tosun H

    更新日期:1990-01-01 00:00:00

  • Joint Bayesian-Incorporating Estimation of Multiple Gaussian Graphical Models to Study Brain Connectivity Development in Adolescence.

    abstract::Adolescence is a transitional period between the childhood and adulthood with physical changes, as well as increasing emotional development. Studies have shown that the emotional sensitivity is related to a second period of rapid brain growth. However, there is little focus on the trend of brain development during thi...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2019.2926667

    authors: Zhang A,Cai B,Hu W,Jia B,Liang F,Wilson TW,Stephen JM,Calhoun VD,Wang YP

    更新日期:2020-02-01 00:00:00

  • MRF-based deformable registration and ventilation estimation of lung CT.

    abstract::Deformable image registration is an important tool in medical image analysis. In the case of lung computed tomography (CT) registration there are three major challenges: large motion of small features, sliding motions between organs, and changing image contrast due to compression. Recently, Markov random field (MRF)-b...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2013.2246577

    authors: Heinrich MP,Jenkinson M,Brady M,Schnabel JA

    更新日期:2013-07-01 00:00:00

  • A Generalized Correlation-Based Model for Out-of-Plane Motion Estimation in Freehand Ultrasound.

    abstract::A big challenge in sensorless image-based ultrasound tracking is in the out-of-plane motion estimation. The correlation value of a specific model of speckle known as fully developed speckle (FDS) can be used to estimate the out-of-plane displacement. In real tissue, this kind of pattern is rare and the deviation of sp...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2013.2283969

    authors: Afsham N,Najafi M,Abolmaesumi P,Rohling R

    更新日期:2014-01-01 00:00:00

  • Adaptive speckle reduction filter for log-compressed B-scan images.

    abstract::A good statistical model of speckle formation is useful for designing a good adaptive filter for speckle reduction In ultrasound B-scan images. Previously, statistical models have been used, but they failed to account for the log compression of the echo envelope employed by clinical ultrasound systems. Log-compression...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.544498

    authors: Dutt V,Greenleaf JF

    更新日期:1996-01-01 00:00:00

  • Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks.

    abstract::Coronary heart disease is a common cause of death despite being preventable. To treat the underlying plaque deposits in the arterial walls, intravascular optical coherence tomography can be used by experts to detect and characterize the lesions. In clinical routine, hundreds of images are acquired for each patient, wh...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2018.2865659

    authors: Gessert N,Lutz M,Heyder M,Latus S,Leistner DM,Abdelwahed YS,Schlaefer A

    更新日期:2019-02-01 00:00:00

  • Authors' reply.

    abstract::The comment of Stig Steenstrup on the use of gray level entropy function in our paper' has been addressed. The entropy measure has not been used in the procedure of enhancement, but it has only been used to show statistically that the enhanced images have larger gray level entropy, and therefore better utilize the gra...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.1987.4307802

    authors: Dhawan AP,Gordon R

    更新日期:1987-01-01 00:00:00

  • Dynamic contrast-enhanced MRI-based early detection of acute renal transplant rejection.

    abstract::A novel framework for the classification of acute rejection versus nonrejection status of renal transplants from 2-D dynamic contrast-enhanced magnetic resonance imaging is proposed. The framework consists of four steps. First, kidney objects are segmented from adjacent structures with a level set deformable boundary ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2013.2269139

    authors: Khalifa F,Beache GM,El-Ghar MA,El-Diasty T,Gimel'farb G,Kong M,El-Baz A

    更新日期:2013-10-01 00:00:00

  • New perspectives on the sources of white matter DTI signal.

    abstract::A minimalist numerical model of white matter is presented, the objective of which is to help provide a biological basis for improved diffusion tensor imaging (DTI) analysis. Water diffuses, relaxes, and exchanges in three compartments-intracellular, extracellular, and myelin sheath. Exchange between compartments is de...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2007.906787

    authors: Peled S

    更新日期:2007-11-01 00:00:00

  • Anti-aliasing weighting functions for single-slice helical CT.

    abstract::Spatially variant longitudinal aliasing plagues most volumes reconstructed from single-slice helical computed tomography data, and its presence can degrade resolution and distort image structures. We have recently developed a Fourier-based approach to longitudinal interpolation in helical computed tomography that can,...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2002.803104

    authors: La Rivière PJ,Pan X

    更新日期:2002-08-01 00:00:00

  • Association Between Changes in Mammographic Image Features and Risk for Near-Term Breast Cancer Development.

    abstract::The purpose of this study is to develop and test a new computerized model for predicting near-term breast cancer risk based on quantitative assessment of bilateral mammographic image feature variations in a series of negative full-field digital mammography (FFDM) images. The retrospective dataset included series of fo...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2016.2527619

    authors: Tan M,Zheng B,Leader JK,Gur D

    更新日期:2016-07-01 00:00:00

  • Fractal feature analysis and classification in medical imaging.

    abstract::Following B.B. Mandelbrot's fractal theory (1982), it was found that the fractal dimension could be obtained in medical images by the concept of fractional Brownian motion. An estimation concept for determination of the fractal dimension based upon the concept of fractional Brownian motion is discussed. Two applicatio...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.24861

    authors: Chen CC,Daponte JS,Fox MD

    更新日期:1989-01-01 00:00:00

  • A fast iterated conditional modes algorithm for water-fat decomposition in MRI.

    abstract::Decomposition of water and fat in magnetic resonance imaging (MRI) is important for biomedical research and clinical applications. In this paper, we propose a two-phased approach for the three-point water-fat decomposition problem. Our contribution consists of two components: 1) a background-masked Markov random field...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2011.2125980

    authors: Huang F,Narayan S,Wilson D,Johnson D,Zhang GQ

    更新日期:2011-08-01 00:00:00

  • Prostate Cancer Detection Using Composite Impedance Metric.

    abstract::Prostate cancer (PCa) recurrences are often predicted by assessing the status of surgical margins (SM)- positive surgical margins (PSM) increase the chances of biochemical recurrence by 2-4 times which may lead to PCa recurrence. To this end, an electrical impedance acquisition system with a microendoscopic probe was ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2016.2578939

    authors: Khan S,Mahara A,Hyams ES,Schned AR,Halter RJ

    更新日期:2016-12-01 00:00:00

  • Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes.

    abstract::Ultrasound (US) imaging is the primary imaging modality for pediatric hydronephrosis, which manifests as the dilation of the renal collecting system (CS). In this paper, we present a new framework for the segmentation of renal structures, kidney and CS, from 3DUS scans. First, the kidney is segmented using an active s...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2016.2572641

    authors: Cerrolaza JJ,Safdar N,Biggs E,Jago J,Peters CA,Linguraru MG

    更新日期:2016-11-01 00:00:00

  • Microwave image reconstruction utilizing log-magnitude and unwrapped phase to improve high-contrast object recovery.

    abstract::Reconstructing images of large high-contrast objects with microwave methods has proved difficult. Successful images have generally been obtained by using a priori information to constrain the image reconstruction to recover the correct electromagnetic property distribution. In these situations, the measured electric f...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.913177

    authors: Meaney PM,Paulsen KD,Pogue BW,Miga MI

    更新日期:2001-02-01 00:00:00

  • On Bayesian image reconstruction from projections: uniform and nonuniform a priori source information.

    abstract::A method that incorporates a priori uniform or nonuniform source distribution probabilistic information and data fluctuations of a Poisson nature is presented. The source distributions are modeled in terms of a priori source probability density functions. Maximum a posteriori probability solutions, as determined by a ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.34711

    authors: Liang Z,Jaszczak R,Greer K

    更新日期:1989-01-01 00:00:00