Improved Sensitivity in Ultrasound Molecular Imaging With Coherence-Based Beamforming.

Abstract:

:Ultrasound molecular imaging (USMI) is accomplished by detecting microbubble (MB) contrast agents that have bound to specific biomarkers, and can be used for a variety of imaging applications, such as the early detection of cancer. USMI has been widely utilized in preclinical imaging in mice; however, USMI in humans can be challenging because of the low concentration of bound MBs and the signal degradation caused by the presence of heterogenous soft tissue between the transducer and the lesion. Short-lag spatial coherence (SLSC) beamforming has been proposed as a robust technique that is less affected by poor signal quality than standard delay-and-sum (DAS) beamforming. In this paper, USMI performance was assessed using contrast-enhanced ultrasound imaging combined with DAS (conventional CEUS) and with SLSC (SLSC-CEUS). Each method was characterized by flow channel phantom experiments. In a USMI-mimicking phantom, SLSC-CEUS was found to be more robust to high levels of additive thermal noise than DAS, with a 6dB SNR improvement when the thermal noise level was +6dB or higher. However, SLSC-CEUS was also found to be insensitive to increases in MB concentration, making it a poor choice for perfusion imaging. USMI performance was also measured in vivo using VEGFR2-targeted MBs in mice with subcutaneous human hepatocellular carcinoma tumors, with clinical imaging conditions mimicked using a porcine tissue layer between the tumor and the transducer. SLSC-CEUS improved the SNR in each of ten tumors by an average of 41%, corresponding to 3.0dB SNR. These results indicate that the SLSC beamformer is well-suited for USMI applications because of its high sensitivity and robust properties under challenging imaging conditions.

journal_name

IEEE Trans Med Imaging

authors

Hyun D,Abou-Elkacem L,Perez VA,Chowdhury SM,Willmann JK,Dahl JJ

doi

10.1109/TMI.2017.2774814

subject

Has Abstract

pub_date

2018-01-01 00:00:00

pages

241-250

issue

1

eissn

0278-0062

issn

1558-254X

journal_volume

37

pub_type

杂志文章
  • Articulated Multi-Instrument 2-D Pose Estimation Using Fully Convolutional Networks.

    abstract::Instrument detection, pose estimation, and tracking in surgical videos are an important vision component for computer-assisted interventions. While significant advances have been made in recent years, articulation detection is still a major challenge. In this paper, we propose a deep neural network for articulated mul...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2017.2787672

    authors: Du X,Kurmann T,Chang PL,Allan M,Ourselin S,Sznitman R,Kelly JD,Stoyanov D

    更新日期:2018-05-01 00:00:00

  • A backprojection filtering algorithm for a spatially varying focal length collimator.

    abstract::Fan-beam collimators are used in single photon emission computed tomography to improve the sensitivity for imaging of small organs. The disadvantage of fan-beam collimation is the truncation of projection data surrounding the organ of interest or, in those cases of imaging large patients, of the organ itself producing...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.310886

    authors: Zeng GL,Gullberg GT

    更新日期:1994-01-01 00:00:00

  • General reconstruction theory for multislice X-ray computed tomography with a gantry tilt.

    abstract::This paper discusses image reconstruction with a tilted gantry in multislice computed tomography (CT) with helical (spiral) data acquisition. The reconstruction problem with gantry tilt is shown to be transformable into the problem of reconstructing a virtual object from multislice CT data with no gantry tilt, for whi...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2004.829337

    authors: Noo F,Defrise M,Kudo H

    更新日期:2004-09-01 00:00:00

  • Self-stabilizing colonic capsule endoscopy: pilot study of acute canine models.

    abstract::Video capsule endoscopy (VCE) is a noninvasive method for examining the gastrointestinal tract which has been successful in small intestine studies. Recently, VCE has been attempted in the colon. However, the capsule often tumbles in the wider colonic lumen, resulting in missed regions. Self-stabilizing VCE is a novel...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2011.2163165

    authors: Filip D,Yadid-Pecht O,Andrews CN,Mintchev MP

    更新日期:2011-12-01 00:00:00

  • Using a visual discrimination model for the detection of compression artifacts in virtual pathology images.

    abstract::A major issue in telepathology is the extremely large and growing size of digitized "virtual" slides, which can require several gigabytes of storage and cause significant delays in data transmission for remote image interpretation and interactive visualization by pathologists. Compression can reduce this massive amoun...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2010.2077308

    authors: Johnson JP,Krupinski EA,Yan M,Roehrig H,Graham AR,Weinstein RS

    更新日期:2011-02-01 00:00:00

  • Reconstruction from Sparsely Sampled Data by ART with Interpolated Rays.

    abstract::After a brief discussion of the algebraic reconstruction techniques (ART), we introduce the attenuation problem in positron emission tomography (PET). We anticipate that a generalization of ART, the so-called cyclic subgradient projection (CSP) method, may be useful for solving this problem. This, however, has not bee...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.1982.4307567

    authors: Kouris K,Tuy H,Lent A,Herman GT,Lewitt RM

    更新日期:1982-01-01 00:00:00

  • Neuro-fuzzy systems for computer-aided myocardial viability assessment.

    abstract::This paper describes a multimodality framework for computer-aided myocardial viability assessment based on neuro-fuzzy techniques. The proposed approach distinguishes two main levels: the modality-independent inference level and the modality-dependent application level. This two-level distinction releases the hard con...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.974925

    authors: Behloul F,Lelieveldt BP,Boudraa A,Janier MF,Revel D,Reiber JH

    更新日期:2001-12-01 00:00:00

  • Semiautomated border tracking of cine echocardiographic ventnrcular images.

    abstract::Two-dimensional ultrasound sector scans of the left ventricle (LV) are commonly used to diagnose cardiac mechanical function. Present quantification procedures of wall motion by this technique entail inaccuracies, mainly due to relatively poor image quality and the absence of a definition of the relative position of t...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.1987.4307836

    authors: Adam D,Hareuveni O,Sideman S

    更新日期:1987-01-01 00:00:00

  • Multislice radio-frequency current density imaging.

    abstract::Radio-frequency current density imaging (RF-CDI) is an imaging technique that noninvasively measures current density distribution at the Larmor frequency utilizing magnetic resonance imaging (MRI). Previously implemented RF-CDI techniques were only able to image a single slice transverse to the static magnetic field B...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2008.2012161

    authors: Wang D,DeMonte TP,Ma W,Joy ML,Nachman AI

    更新日期:2009-07-01 00:00:00

  • Automated segmentation of multiple sclerosis lesions by model outlier detection.

    abstract::This paper presents a fully automated algorithm for segmentation of multiple sclerosis (MS) lesions from multispectral magnetic resonance (MR) images. The method performs intensity-based tissue classification using a stochastic model for normal brain images and simultaneously detects MS lesions as outliers that are no...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.938237

    authors: Van Leemput K,Maes F,Vandermeulen D,Colchester A,Suetens P

    更新日期:2001-08-01 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

  • Spatio-temporal fMRI analysis using Markov random fields.

    abstract::Functional magnetic resonance images (fMRI's) provide high-resolution datasets which allow researchers to obtain accurate delineation and sensitive detection of activation areas involved in cognitive processes. To preserve the resolution of this noninvasive technique, refined methods are required in the analysis of th...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.746636

    authors: Descombes X,Kruggel F,von Cramon DY

    更新日期:1998-12-01 00:00:00

  • Keypoint Transfer for Fast Whole-Body Segmentation.

    abstract::We introduce an approach for image segmentation based on sparse correspondences between keypoints in testing and training images. Keypoints represent automatically identified distinctive image locations, where each keypoint correspondence suggests a transformation between images. We use these correspondences to transf...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2018.2851194

    authors: Wachinger C,Toews M,Langs G,Wells W,Golland P

    更新日期:2020-02-01 00:00:00

  • Investigation of Axial and Angular Sampling in Multi-Detector Pinhole-SPECT Brain Imaging.

    abstract::We designed a dedicated multi-detector multi-pinhole brain SPECT scanner to generate images of higher quality compared to general-purpose systems. The system, AdaptiSPECT-C, is intended to adapt its sensitivity-resolution trade-off by varying its aperture configurations allowing both high-sensitivity dynamic and high-...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2020.3015079

    authors: Zeraatkar N,Kalluri KS,Auer B,Konik A,Fromme TJ,Furenlid LR,Kuo PH,King MA

    更新日期:2020-12-01 00:00:00

  • The adaptive bases algorithm for intensity-based nonrigid image registration.

    abstract::Nonrigid registration of medical images is important for a number of applications such as the creation of population averages, atlas-based segmentation, or geometric correction of functional magnetic resonance imaging (fMRI) images to name a few. In recent years, a number of methods have been proposed to solve this pr...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2003.819299

    authors: Rohde GK,Aldroubi A,Dawant BM

    更新日期:2003-11-01 00:00:00

  • Automatic correction of motion artifacts in magnetic resonance images using an entropy focus criterion.

    abstract::We present the use of an entropy focus criterion to enable automatic focusing of motion corrupted magnetic resonance images. We demonstrate the principle using illustrative examples from cooperative volunteers. Our technique can determine unknown patient motion or use knowledge of motion from other measures as a start...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.650886

    authors: Atkinson D,Hill DL,Stoyle PN,Summers PE,Keevil SF

    更新日期:1997-12-01 00:00:00

  • Compressive Deconvolution in Medical Ultrasound Imaging.

    abstract::The interest of compressive sampling in ultrasound imaging has been recently extensively evaluated by several research teams. Following the different application setups, it has been shown that the RF data may be reconstructed from a small number of measurements and/or using a reduced number of ultrasound pulse emissio...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2015.2493241

    authors: Chen Z,Basarab A,Kouamé D

    更新日期:2016-03-01 00:00:00

  • Out-of-plane motion compensation in multislice spin-echo MRI.

    abstract::In magnetic resonance imaging (MRI), it is well-known that patient motion plays a significant role in the degradation of image quality. Although the case of translational in-plane motion (x-y-motion) has been studied by several researchers, the effect of rigid, translational out-of-plane motion (z-motion) has not yet ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.414611

    authors: Riek JK,Tekalp AM,Smith WE,Kwok E

    更新日期:1995-01-01 00:00:00

  • Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics.

    abstract::Given that heart disease can cause abnormal motion dynamics over the cardiac cycle, understanding and quantifying cardiac motion can provide insight for clinicians to aid with diagnosis, therapy planning, and determining prognosis. The goal of this paper is to extract population-specific motion patterns from 3D displa...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2015.2405579

    authors: McLeod K,Sermesant M,Beerbaum P,Pennec X

    更新日期:2015-07-01 00:00:00

  • DetexNet: Accurately Diagnosing Frequent and Challenging Pediatric Malignant Tumors.

    abstract::The most frequent extracranial solid tumors of childhood, named peripheral neuroblastic tumors (pNTs), are very challenging to diagnose due to their diversified categories and varying forms. Auxiliary diagnosis methods of such pediatric malignant cancers are highly needed to provide pathologists assistance and reduce ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2020.3027547

    authors: Liu Y,Yin M,Sun S

    更新日期:2021-01-01 00:00:00

  • Multi-scale tubular structure detection in ultrasound imaging.

    abstract::We propose a novel, physics-based method for detecting multi-scale tubular features in ultrasound images. The detector is based on a Hessian-matrix eigenvalue method, but unlike previous work, our detector is guided by an optimal model of vessel-like structures with respect to the ultrasound-image formation process. O...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2014.2340912

    authors: Hennersperger C,Baust M,Waelkens P,Karamalis A,Ahmadi SA,Navab N

    更新日期:2015-01-01 00:00:00

  • PET Image Reconstruction Using Deep Image Prior.

    abstract::Recently, deep neural networks have been widely and successfully applied in computer vision tasks and have attracted growing interest in medical imaging. One barrier for the application of deep neural networks to medical imaging is the need for large amounts of prior training pairs, which is not always feasible in cli...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2018.2888491

    authors: Gong K,Catana C,Qi J,Li Q

    更新日期:2019-07-01 00:00:00

  • Tomographic fluorescence imaging in tissue phantoms: a novel reconstruction algorithm and imaging geometry.

    abstract::A novel image reconstruction algorithm has been developed and demonstrated for fluorescence-enhanced frequency-domain photon migration (FDPM) tomography from measurements of area illumination with modulated excitation light and area collection of emitted fluorescence light using a gain modulated image-intensified char...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/tmi.2004.839359

    authors: Roy R,Thompson AB,Godavarty A,Sevick-Muraca EM

    更新日期:2005-02-01 00:00:00

  • Restoration of retinal images obtained through cataracts.

    abstract::An optical model for imaging the retina through cataracts has been developed. The images are treated as sample functions of stochastic processes. On the basis of the model a homomorphic Weiner filter can be designed that will optimally restore the cataractous image (in the mean-square-error sense). The design of the f...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.41493

    authors: Peli E,Peli T

    更新日期:1989-01-01 00:00:00

  • Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI.

    abstract::In in-utero MRI, motion correction for fetal body and placenta poses a particular challenge due to the presence of local non-rigid transformations of organs caused by bending and stretching. The existing slice-to-volume registration (SVR) reconstruction methods are widely employed for motion correction of fetal brain ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2020.2974844

    authors: Uus A,Zhang T,Jackson LH,Roberts TA,Rutherford MA,Hajnal JV,Deprez M

    更新日期:2020-09-01 00:00:00

  • Direct Parametric Reconstruction Using Anatomical Regularization for Simultaneous PET/MRI Data.

    abstract::Pharmacokinetic analysis of dynamic positron emission tomography (PET) imaging data maps the measured time activity curves to a set of model-specific pharmacokinetic parameters. Voxel-based parameter estimation via curve fitting is conventionally performed indirectly on a sequence of independently reconstructed PET im...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2015.2427777

    authors: Loeb R,Navab N,Ziegler SI

    更新日期:2015-11-01 00:00:00

  • Regularization designs for uniform spatial resolution and noise properties in statistical image reconstruction for 3-D X-ray CT.

    abstract::Statistical image reconstruction methods for X-ray computed tomography (CT) provide improved spatial resolution and noise properties over conventional filtered back-projection (FBP) reconstruction, along with other potential advantages such as reduced patient dose and artifacts. Conventional regularized image reconstr...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2014.2365179

    authors: Cho JH,Fessler JA

    更新日期:2015-02-01 00:00:00

  • Ultra fast symmetry and SIMD-based projection-backprojection (SSP) algorithm for 3-D PET image reconstruction.

    abstract::Remarkable progress in positron emission tomography (PET) development has occurred in recent years, in hardware, software, and computer implementation of image reconstruction. Recent development in PET scanners such as the high-resolution research tomograph (HRRT) developed by CTI (now Siemens) represents such a case ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/tmi.2007.892644

    authors: Hong IK,Chung ST,Kim HK,Kim YB,Son YD,Cho ZH

    更新日期:2007-06-01 00:00:00

  • Characterization of visually similar diffuse diseases from B-scan liver images using nonseparable wavelet transform.

    abstract::This paper describes a new approach for texture characterization, based on nonseparable wavelet decomposition, and its application for the discrimination of visually similar diffuse diseases of liver. The proposed feature-extraction algorithm applies nonseparable quincunx wavelet transform and uses energies of the tra...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.730399

    authors: Mojsilović A,Popović M,Marković S,Krstić M

    更新日期:1998-08-01 00:00:00

  • A nonparametric method for automatic correction of intensity nonuniformity in MRI data.

    abstract::A novel approach to correcting for intensity nonuniformity in magnetic resonance (MR) data is described that achieves high performance without requiring a model of the tissue classes present. The method has the advantage that it can be applied at an early stage in an automated data analysis, before a tissue model is a...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.668698

    authors: Sled JG,Zijdenbos AP,Evans AC

    更新日期:1998-02-01 00:00:00