Numerical characterization of quasi-static ultrasound elastography for the detection of deep tissue injuries.

Abstract:

:Deep tissue injuries are subcutaneous regions of tissue breakdown associated with excessive mechanical pressure for extended period of time. These wounds are currently clinically undetectable in their early stages and result in severe burdens on not only the patients who suffer from them, but the health care system as well. The goal of this work was to numerically characterize the use of quasi-static ultrasound elastography for detecting formative and progressive deep tissue injuries. In order to numerically characterize the technique, finite-element models of sonographic B-mode imaging and tissue deformation were created. These models were fed into a local strain-estimation algorithm to determine the detection sensitivity of the technique on various parameters. Our work showed that quasi-static ultrasound elastography was able to detect and characterize deep tissue injuries over a range of lesion parameters. Simulations were validated using a physical phantom model. This work represents a step along the path to developing a clinically relevant technique for detecting and diagnosing early deep tissue injuries.

journal_name

IEEE Trans Med Imaging

authors

Hamaluik K,Moussa W,Ferguson-Pell M

doi

10.1109/TMI.2014.2313082

subject

Has Abstract

pub_date

2014-07-01 00:00:00

pages

1410-21

issue

7

eissn

0278-0062

issn

1558-254X

journal_volume

33

pub_type

杂志文章
  • Feature extraction in carpal-bone analysis.

    abstract::Hand-bone analysis with image processing techniques using a digital radiograph can be used to assess skeletal age. The analysis consists of two steps: phalangeal and carpal bone analysis. The carpal bone analysis is discussed. First, the carpal bone region of interest (CROI) is defined using a standard thresholding te...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.222665

    authors: Pietka E,Kaabi L,Kuo ML,Huang HK

    更新日期:1993-01-01 00:00:00

  • Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features.

    abstract::We present a novel method to segment instances of glandular structures from colon histopathology images. We use a structure learning approach which represents local spatial configurations of class labels, capturing structural information normally ignored by sliding-window methods. This allows us to reveal different sp...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2017.2750210

    authors: Manivannan S,Li W,Zhang J,Trucco E,McKenna SJ

    更新日期:2018-01-01 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

  • High-Frame-Rate Echocardiography Using Coherent Compounding With Doppler-Based Motion-Compensation.

    abstract::High-frame-rate ultrasonography based on coherent compounding of unfocused beams can potentially transform the assessment of cardiac function. As it requires successive waves to be combined coherently, this approach is sensitive to high-velocity tissue motion. We investigated coherent compounding of tilted diverging w...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2016.2523346

    authors: Poree J,Posada D,Hodzic A,Tournoux F,Cloutier G,Garcia D

    更新日期:2016-07-01 00:00:00

  • Minimization of imaging gradient effects in diffusion tensor imaging.

    abstract::A new, sample independent optimization criterion for minimizing the effect of the imaging gradients, including the directional awareness they create, is defined for diffusion tensor imaging (DTI) experiments. The DTI linear algebraic framework is expanded to a normed space to design optimal diffusion gradient schemes ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2010.2090539

    authors: Özcan A

    更新日期:2011-03-01 00:00:00

  • Cap-Based Transcranial Optical Tomography in an Awake Infant.

    abstract::Although Blood Oxygenation Level Dependent (BOLD) functional MRI (fMRI) is widely used to examine brain function in adults, the need for general anesthesia limits its practical utility in infants and small children. Functional Near-Infrared Spectroscopy - Diffuse Optical Tomography (fNIRS-DOT) imaging promises to be a...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2020.2990823

    authors: Zhu B,Sevick-Muraca EM,Nguyen RD,Shah MN

    更新日期:2020-11-01 00:00:00

  • MITT: Medical Image Tracking Toolbox.

    abstract::Over the years, medical image tracking has gained considerable attention from both medical and research communities due to its widespread utility in a multitude of clinical applications, from functional assessment during diagnosis and therapy planning to structure tracking or image fusion during image-guided intervent...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2018.2840820

    authors: Queiros S,Morais P,Barbosa D,Fonseca JC,Vilaca JL,D'Hooge J

    更新日期:2018-11-01 00:00:00

  • Flux-based anisotropic diffusion applied to enhancement of 3-D angiogram.

    abstract::We present a new approach to anisotropic diffusion based on a multidirectional diffusion flux. The diffusion flux is decomposed in an orthogonal basis, effectively enabling enhancement of contours as well as diffusion along the contours. To this end, we have selected a three-dimensional basis that depicts the directio...

    journal_title:IEEE transactions on medical imaging

    pub_type: 信件

    doi:10.1109/TMI.2002.806403

    authors: Krissian K

    更新日期:2002-11-01 00:00:00

  • Robust Energy Calibration Technique for Photon Counting Spectral Detectors.

    abstract::This paper describes the implementation of a novel and robust threshold energy calibration method for photon counting detectors using polychromatic X-ray tubes. Methods often used for such energy calibration may require re-orientation of the detector or introduce calibration errors that are flux and acquisition time-d...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2018.2875932

    authors: Vespucci S,Park CS,Torrico R,Das M

    更新日期:2019-04-01 00:00:00

  • ERS transform for the automated detection of bronchial abnormalities on CT of the lungs.

    abstract::The identification of bronchi on Computed Tomography (CT) images of the lungs provides valuable clinical information in patients with suspected airways diseases including bronchiectasis, emphysema, or constrictive obliterative bronchiolitis. The automated recognition of the airways is, therefore, an important part of ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.952731

    authors: Chabat F,Hu XP,Hansell DM,Yang GZ

    更新日期:2001-09-01 00:00:00

  • PORTR: Pre-operative and post-recurrence brain tumor registration.

    abstract::We propose a new method for deformable registration of pre-operative and post-recurrence brain MR scans of glioma patients. Performing this type of intra-subject registration is challenging as tumor, resection, recurrence, and edema cause large deformations, missing correspondences, and inconsistent intensity profiles...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2013.2293478

    authors: Kwon D,Niethammer M,Akbari H,Bilello M,Davatzikos C,Pohl KM

    更新日期:2014-03-01 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

  • A proposed taxonomy for nailfold capillaries based on their morphology.

    abstract::Certain diseases cause permanent changes to the shapes and densities of nailfold capillaries and, therefore, nailfold capillaroscopy is important as a tool for diagnosing and monitoring these diseases. The first aim of the project is to resolve differences in terminology that have developed over the years in previous ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.921482

    authors: Jones BF,Oral M,Morris CW,Ring EF

    更新日期:2001-04-01 00:00:00

  • Compressed Sensing Reconstruction of 3D Ultrasound Data Using Dictionary Learning and Line-Wise Subsampling.

    abstract::In this paper we present a compressed sensing (CS) method adapted to 3D ultrasound imaging (US). In contrast to previous work, we propose a new approach based on the use of learned overcomplete dictionaries that allow for much sparser representations of the signals since they are optimized for a particular class of im...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2015.2442154

    authors: Lorintiu O,Liebgott H,Alessandrini M,Bernard O,Friboulet D

    更新日期:2015-12-01 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

  • 2.5-D simultaneous multislice reconstruction by series expansion methods from Fourier-rebinned PET data.

    abstract::True three-dimensional (3-D) volume reconstruction from fully 3-D data in positron emission tomography (PET) has only a limited clinical use because of its large computational burden. Fourier rebinning (FORE) of the fully 3-D data into a set of 2-D sinogram data decomposes the 3-D reconstruction process into multiple ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.870257

    authors: Obi T,Matej S,Lewitt RM,Herman GT

    更新日期:2000-05-01 00:00:00

  • Automatic Segmentation of Wrist Bones in CT Using a Statistical Wrist Shape + Pose Model.

    abstract::Segmentation of the wrist bones in CT images has been frequently used in different clinical applications including arthritis evaluation, bone age assessment and image-guided interventions. The major challenges include non-uniformity and spongy textures of the bone tissue as well as narrow inter-bone spaces. In this wo...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2016.2529500

    authors: Anas EM,Rasoulian A,Seitel A,Darras K,Wilson D,John PS,Pichora D,Mousavi P,Rohling R,Abolmaesumi P

    更新日期:2016-08-01 00:00:00

  • A filtered backprojection algorithm for triple-source helical cone-beam CT.

    abstract::Multisource cone-beam computed tomography (CT) is an attractive approach of choice for superior temporal resolution, which is critically important for cardiac imaging and contrast enhanced studies. In this paper, we present a filtered-backprojection (FBP) algorithm for triple-source helical cone-beam CT. The algorithm...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2008.2004817

    authors: Zhao J,Jin Y,Lu Y,Wang G

    更新日期:2009-03-01 00:00:00

  • Optimal rebinning of time-of-flight PET data.

    abstract::Time-of-flight (TOF) positron emission tomography (PET) scanners offer the potential for significantly improved signal-to-noise ratio (SNR) and lesion detectability in clinical PET. However, fully 3D TOF PET image reconstruction is a challenging task due to the huge data size. One solution to this problem is to rebin ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2011.2149537

    authors: Ahn S,Cho S,Li Q,Lin Y,Leahy RM

    更新日期:2011-10-01 00:00:00

  • Compensation for nonuniform resolution using penalized-likelihood reconstruction in space-variant imaging systems.

    abstract::Imaging systems that form estimates using a statistical approach generally yield images with nonuniform resolution properties. That is, the reconstructed images possess resolution properties marked by space-variant and/or anisotropic responses. We have previously developed a space-variant penalty for penalized-likelih...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2003.823063

    authors: Stayman JW,Fessler JA

    更新日期:2004-03-01 00:00:00

  • Time delay for arrival of MR contrast agent in collateral-dependent myocardium.

    abstract::An analysis of the kinetics of myocardial contrast enhancement is an important component of myocardial perfusion studies. The contrast enhancement can be modeled by a linear time-invariant system, and the myocardial impulse response, calculated by deconvolution of the measured tissue response with an arterial input, g...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2004.827969

    authors: Jerosch-Herold M,Hu X,Murthy NS,Seethamraju RT

    更新日期:2004-07-01 00:00:00

  • Characteristic quantities of microvascular structures in CLSM volume datasets.

    abstract::A method for fully automated morphological and topological quantification of microvascular structures in confocal laser scanning microscopy (CLSM) volume datasets is presented. Several characteristic morphological and topological quantities are calculated in a series of image-processing steps and can be used to compar...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2007.900379

    authors: Winter K,Metz LH,Kuska JP,Frerich B

    更新日期:2007-08-01 00:00:00

  • 3D Statistical Shape Models Incorporating Landmark-Wise Random Regression Forests for Omni-Directional Landmark Detection.

    abstract::3D Statistical Shape Models (3D-SSM) are widely used for medical image segmentation. However, during segmentation, they typically perform a very limited unidirectional search for suitable landmark positions in the image, relying on weak learners or use-case specific appearance models that solely take local image infor...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2016.2600502

    authors: Norajitra T,Maier-Hein KH

    更新日期:2017-01-01 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

  • 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

  • An investigation of methods of pileup rejection for 2-D array detectors employed in high resolution PET.

    abstract::Two methods of rejecting pileup events in 2-D array detectors used in positron emission tomography (PET) are investigated. Since the methods are based on different physical properties, they were investigated separately and in combination. Method one is based on the fact that valid events in the 2-D array detector occu...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.79481

    authors: Germano G,Hoffman EJ

    更新日期:1991-01-01 00:00:00

  • Block-iterative Fisher scoring algorithms for maximum penalized likelihood image reconstruction in emission tomography.

    abstract::This paper introduces and evaluates a block-iterative Fisher scoring (BFS) algorithm. The algorithm provides regularized estimation in tomographic models of projection data with Poisson variability. Regularization is achieved by penalized likelihood with a general quadratic penalty. Local convergence of the block-iter...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2008.918355

    authors: Ma J,Hudson M

    更新日期:2008-08-01 00:00:00

  • Curvelet based contrast enhancement in fluoroscopic sequences.

    abstract::Image guided interventions have seen growing interest in recent years. The use of X-rays for the procedure impels limiting the dose over time. Image sequences obtained thereby exhibit high levels of noise and very low contrasts. Hence, the development of efficient methods to enable optimal visualization of these seque...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2014.2349034

    authors: Amiot C,Girard C,Chanussot J,Pescatore J,Desvignes M

    更新日期:2015-01-01 00:00:00

  • Sparse reconstruction of the magnetic particle imaging system matrix.

    abstract::Magnetic particle imaging allows to determine the spatial distribution of magnetic nanoparticles in vivo. The system matrix in magnetic particle imaging is commonly acquired in a tedious calibration scan and requires to measure the system response at numerous positions in the field-of-view. In this paper, we propose a...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2013.2258029

    authors: Knopp T,Weber A

    更新日期:2013-08-01 00:00:00

  • Blind color decomposition of histological images.

    abstract::Cancer diagnosis is based on visual examination under a microscope of tissue sections from biopsies. But whereas pathologists rely on tissue stains to identify morphological features, automated tissue recognition using color is fraught with problems that stem from image intensity variations due to variations in tissue...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2013.2239655

    authors: Gavrilovic M,Azar JC,Lindblad J,Wahlby C,Bengtsson E,Busch C,Carlbom IB

    更新日期:2013-06-01 00:00:00