Motion-compensated and gated cone beam filtered back-projection for 3-D rotational X-ray angiography.

Abstract:

:This paper presents a method to reconstruct moving objects from cone beam X-ray projections acquired during a single rotational run using a given motion vector field. The method is applicable to voxel driven cone-beam filtered back-projection reconstruction approaches. Here, a formulation based on the algorithm of Feldkamp, Davis, and Kress (FDK) is presented. The motion correction is applied during the back-projection step by shifting the voxel to be reconstructed according to the motion vector field. The method is applied to three-dimensional (3-D) rotational X-ray angiography. Projections from a beating coronary heart phantom are simulated. Motion-compensated reconstructions with varying accuracy of the applied motion field are carried out for a late diastolic heart phase and compared to the reconstruction obtained with the standard FDK-method from projections of the corresponding motion-free model in the same heart phase. Furthermore, gated reconstructions are calculated by weighting the projections according to their cardiac phase without using a motion vector field. Different gating window widths are applied, and the reconstructions are compared. Using the correct motion field with the motion-compensated reconstruction, the image quality of the standard reconstruction from the corresponding motion-free coronary model can almost be recovered. The reconstructed image quality stays acceptable if the accuracy of the motion field sampling points is better than 1 mm. The gated reconstructions with a window width of 15%-20% of the cardiac cycle lead to superior results compared to nearest neighbor gating, especially for histogram based visualization and analysis. The motion-compensated reconstructions provide sharp images of the coronaries far surpassing the image quality of gated reconstructions.

journal_name

IEEE Trans Med Imaging

authors

Schäfer D,Borgert J,Rasche V,Grass M

doi

10.1109/tmi.2006.876147

subject

Has Abstract

pub_date

2006-07-01 00:00:00

pages

898-906

issue

7

eissn

0278-0062

issn

1558-254X

journal_volume

25

pub_type

杂志文章
  • Use of needle track detection to quantify the displacement of stranded seeds following prostate brachytherapy.

    abstract::We aim to compute the movement of permanent stranded implant brachytherapy radioactive sources (seeds) in the prostate from the planned seed distribution to the intraoperative fluoroscopic distribution, and then to the postimplant computed tomography (CT) distribution. We present a novel approach to matching the seeds...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2011.2178254

    authors: Lobo JR,Moradi M,Chng N,Dehghan E,Morris WJ,Fichtinger G,Salcudean SE

    更新日期:2012-03-01 00:00:00

  • Four-dimensional spectral-spatial imaging using projection reconstruction.

    abstract::An n-dimensional (n-D) filtered backprojection image reconstruction algorithm has been developed and used in the reconstruction of 4-D spectral-spatial magnetic resonance imaging (MRI) data. The algorithm uses n-1 successive stages of 2-D filtered backprojection to reconstruct an n-D image. This approach results in a ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.387718

    authors: Hyslop WB,Woods RK,Lauterbur PC

    更新日期:1995-01-01 00:00:00

  • Classifying mammographic lesions using computerized image analysis.

    abstract::The classification of 3 common breast lesions, fibroadenomas, cysts, and cancers, was achieved using computerized image analysis of tumor shape in conjunction with patient age. The process involved the digitization of 69 mammographic images using a video camera and a commercial frame grabber on a PC-based computer sys...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.251116

    authors: Kilday J,Palmieri F,Fox MD

    更新日期:1993-01-01 00:00:00

  • Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation.

    abstract::Glaucoma is a chronic eye disease that leads to irreversible vision loss. The cup to disc ratio (CDR) plays an important role in the screening and diagnosis of glaucoma. Thus, the accurate and automatic segmentation of optic disc (OD) and optic cup (OC) from fundus images is a fundamental task. Most existing methods s...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2018.2791488

    authors: Fu H,Cheng J,Xu Y,Wong DWK,Liu J,Cao X

    更新日期:2018-07-01 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

  • Improved Contrast-Enhanced Power Doppler Using a Coherence-Based Estimator.

    abstract::While plane-wave imaging can improve the performance of power Doppler by enabling much longer ensembles than systems using focused beams, the long-ensemble averaging of the zero-lag autocorrelation R(0) estimates does not directly decrease the mean noise level, but only decreases its variance. Spatial variation of the...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2017.2699672

    authors: Tremblay-Darveau C,Bar-Zion A,Williams R,Sheeran PS,Milot L,Loupas T,Adam D,Bruce M,Burns PN

    更新日期:2017-09-01 00:00:00

  • Camera augmented mobile C-arm (CAMC): calibration, accuracy study, and clinical applications.

    abstract::Mobile C-arm is an essential tool in everyday trauma and orthopedics surgery. Minimally invasive solutions, based on X-ray imaging and coregistered external navigation created a lot of interest within the surgical community and started to replace the traditional open surgery for many procedures. These solutions usuall...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2009.2021947

    authors: Navab N,Heining SM,Traub J

    更新日期:2010-07-01 00:00:00

  • Low-Rank Atlas Image Analyses in the Presence of Pathologies.

    abstract::We present a common framework, for registering images to an atlas and for forming an unbiased atlas, that tolerates the presence of pathologies such as tumors and traumatic brain injury lesions. This common framework is particularly useful when a sufficient number of protocol-matched scans from healthy subjects cannot...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2015.2448556

    authors: Liu X,Niethammer M,Kwitt R,Singh N,McCormick M,Aylward S

    更新日期:2015-12-01 00:00:00

  • Pubic arch detection in transrectal ultrasound guided prostate cancer therapy.

    abstract::New biopsy techniques, increased life expectancy, and prostate-specific antigen (PSA) screening have contributed to an increase in the reported incidence of prostate cancer. Among several treatment options available to the patients, transperineal prostate brachytherapy has emerged as a medically successful, cost-effec...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.736032

    authors: Pathak SD,Grimm PD,Chalana V,Kim Y

    更新日期:1998-10-01 00:00:00

  • Establishment of an Automated Algorithm Utilizing Optical Coherence Tomography and Micro-Computed Tomography Imaging to Reconstruct the 3-D Deformed Stent Geometry.

    abstract::Percutaneous coronary intervention (PCI) is the prevalent treatment for coronary artery disease, with hundreds of thousands of stents implanted annually. Computational studies have demonstrated the role of biomechanics in the failure of vascular stents, but clinical studies is this area are limited by a lack of unders...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2018.2870714

    authors: Elliott MR,Kim D,Molony DS,Morris L,Samady H,Joshi S,Timmins LH

    更新日期:2019-03-01 00:00:00

  • Parameterization-invariant shape comparisons of anatomical surfaces.

    abstract::We consider 3-D brain structures as continuous parameterized surfaces and present a metric for their comparisons that is invariant to the way they are parameterized. Past comparisons of such surfaces involve either volume deformations or nonrigid matching under fixed parameterizations of surfaces. We propose a new mat...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2010.2099130

    authors: Kurtek S,Klassen E,Ding Z,Jacobson SW,Jacobson JL,Avison MJ,Srivastava 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

  • Adaptive reproducing kernel particle method for extraction of the cortical surface.

    abstract::We propose a novel adaptive approach based on the Reproducing Kernel Particle Method (RKPM) to extract the cortical surfaces of the brain from three-dimensional (3-D) magnetic resonance images (MRIs). To formulate the discrete equations of the deformable model, a flexible particle shape function is employed in the Gal...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/tmi.2006.873614

    authors: Xu M,Thompson PM,Toga AW

    更新日期:2006-06-01 00:00:00

  • Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring.

    abstract::Mammographic risk scoring has commonly been automated by extracting a set of handcrafted features from mammograms, and relating the responses directly or indirectly to breast cancer risk. We present a method that learns a feature hierarchy from unlabeled data. When the learned features are used as the input to a simpl...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2016.2532122

    authors: Kallenberg M,Petersen K,Nielsen M,Ng AY,Pengfei Diao,Igel C,Vachon CM,Holland K,Winkel RR,Karssemeijer N,Lillholm M

    更新日期:2016-05-01 00:00:00

  • A Krasnoselskii-Mann Algorithm With an Improved EM Preconditioner for PET Image Reconstruction.

    abstract::This paper presents a preconditioned Krasnoselskii-Mann (KM) algorithm with an improved EM preconditioner (IEM-PKMA) for higher-order total variation (HOTV) regularized positron emission tomography (PET) image reconstruction. The PET reconstruction problem can be formulated as a three-term convex optimization model co...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2019.2898271

    authors: Lin Y,Schmidtlein CR,Li Q,Li S,Xu Y

    更新日期:2019-09-01 00:00:00

  • Ovarian ultrasound image analysis: follicle segmentation.

    abstract::Ovarian ultrasound is an effective tool in infertility treatment. Repeated measurements of the size and shape of follicles over several days are the primary means of evaluation by physicians. Currently, follicle wall segmentation is achieved by manual tracing which is time consuming and susceptible to inter-operator v...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.746626

    authors: Krivanek A,Sonka M

    更新日期:1998-12-01 00:00:00

  • Compressed Sensing Doppler Ultrasound Reconstruction Using Block Sparse Bayesian Learning.

    abstract::In this paper we propose a framework for using duplex Doppler ultrasound systems. These type of systems need to interleave the acquisition and display of a B-mode image and of the pulsed Doppler spectrogram. In a recent study (Richy , 2013), we have shown that compressed sensing-based reconstruction of Doppler signal ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2015.2504240

    authors: Lorintiu O,Liebgott H,Friboulet D

    更新日期:2016-04-01 00:00:00

  • An estimator for functional data with application to MRI.

    abstract::We propose a method for restoring the underlying true signal in noisy functional images. The Nadaraya-Watson (NW) estimator described in, e.g., [1] is a classical nonparametric estimator for this problem. Since the true scene in many applications contains abrupt changes between pixels of different types, a modificatio...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.906423

    authors: Godtliebsen F,Chu CK,Sørbye SH,Torheim G

    更新日期:2001-01-01 00:00:00

  • Estimation and detection of myocardial tags in MR image without user-defined myocardial contours.

    abstract::Magnetic resonance (MR) tagging has been shown to be a useful technique for noninvasively measuring the deformation of an in vivo heart. An important step in analyzing tagged images is the identification of tag lines in each image of a cine sequence. Most existing tag identification algorithms require user defined myo...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.768842

    authors: Denney TS Jr

    更新日期:1999-04-01 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

  • Semi-automatic segmentation of vascular network images using a rotating structuring element (ROSE) with mathematical morphology and dual feature thresholding.

    abstract::A method for measuring the spatial concentration of specific categories of vessels in a vascular network consisting of vessels of several diameters, lengths, and orientations is demonstrated. It is shown that a combination of the mathematical morphology operation, opening, with a linear rotating structuring element (R...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.241865

    authors: Thackray BD,Nelson AC

    更新日期:1993-01-01 00:00:00

  • Discriminative segmentation-based evaluation through shape dissimilarity.

    abstract::Segmentation-based scores play an important role in the evaluation of computational tools in medical image analysis. These scores evaluate the quality of various tasks, such as image registration and segmentation, by measuring the similarity between two binary label maps. Commonly these measurements blend two aspects ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2012.2216281

    authors: Konukoglu E,Glocker B,Ye DH,Criminisi A,Pohl KM

    更新日期:2012-12-01 00:00:00

  • Estimating 3-D respiratory motion from orbiting views by tomographic image registration.

    abstract::Respiratory motion remains a significant source of errors in treatment planning for the thorax and upper abdomen. Recently, we proposed a method to estimate two-dimensional (2-D) object motion from a sequence of slowly rotating X-ray projection views, which we called deformation from orbiting views (DOVs). In this met...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2006.889719

    authors: Zeng R,Fessler JA,Balter JM

    更新日期:2007-02-01 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

  • Bayesian approach for a robust speed-of-sound reconstruction using pulse-echo ultrasound.

    abstract::Computed ultrasound tomography in echo mode (CUTE) is a promising ultrasound (US) based multi-modal technique that allows to image the spatial distribution of speed of sound (SoS) inside tissue using hand-held pulse-echo US. It is based on measuring the phase shift of echoes when detected under varying steering angles...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2020.3029286

    authors: Stahli PS,Frenz M,Jaeger M

    更新日期:2020-10-07 00:00:00

  • Segmentation of rodent whole-body dynamic PET images: an unsupervised method based on voxel dynamics.

    abstract::Positron emission tomography (PET) is a useful tool for pharmacokinetics studies in rodents during the preclinical phase of drug and tracer development. However, rodent organs are small as compared to the scanner's intrinsic resolution and are affected by physiological movements. We present a new method for the segmen...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2007.905106

    authors: Maroy R,Boisgard R,Comtat C,Frouin V,Cathier P,Duchesnay E,Dollé F,Nielsen PE,Trébossen R,Tavitian B

    更新日期:2008-03-01 00:00:00

  • Reconstruction and quantification of the carotid artery bifurcation from 3-D ultrasound images.

    abstract::Three-dimensional (3-D) ultrasound is a relatively new technique, which is well suited to imaging superficial blood vessels, and potentially provides a useful, noninvasive method for generating anatomically realistic 3-D models of the peripheral vasculature. Such models are essential for accurate simulation of blood f...

    journal_title:IEEE transactions on medical imaging

    pub_type: 临床试验,杂志文章

    doi:10.1109/tmi.2004.825601

    authors: Barratt DC,Ariff BB,Humphries KN,Thom SA,Hughes AD

    更新日期:2004-05-01 00:00:00

  • A Sparse Non-Negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior From MRI.

    abstract::Muscle coordination patterns of lingual behaviors are synergies generated by deforming local muscle groups in a variety of ways. Functional units are functional muscle groups of local structural elements within the tongue that compress, expand, and move in a cohesive and consistent manner. Identifying the functional u...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2018.2870939

    authors: Jonghye Woo,Prince JL,Stone M,Fangxu Xing,Gomez AD,Green JR,Hartnick CJ,Brady TJ,Reese TG,Wedeen VJ,El Fakhri G

    更新日期:2019-03-01 00:00:00

  • Reducing the effects of scattered photons in X-ray projection imaging.

    abstract::An iterative algorithm is introduced which can compute and subtract the scatter bias. It is assumed that the scatter-free image is spatially bounded and anything outside the boundary is the result of recorded scattered photons. This information and the fact that the scatter distribution does not have appreciable high-...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.20362

    authors: Fahimi H,Macovski A

    更新日期:1989-01-01 00:00:00

  • Neuron Segmentation With High-Level Biological Priors.

    abstract::We present a novel approach to the problem of neuron segmentation in image volumes acquired by an electron microscopy. Existing methods, such as agglomerative or correlation clustering, rely solely on boundary evidence and have problems where such an evidence is lacking (e.g., incomplete staining) or ambiguous (e.g., ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2017.2712360

    authors: Krasowski NE,Beier T,Knott GW,Kothe U,Hamprecht FA,Kreshuk A

    更新日期:2018-04-01 00:00:00