Optimization-based image reconstruction with artifact reduction in C-arm CBCT.

Abstract:

:We investigate an optimization-based reconstruction, with an emphasis on image-artifact reduction, from data collected in C-arm cone-beam computed tomography (CBCT) employed in image-guided interventional procedures. In the study, an image to be reconstructed is formulated as a solution to a convex optimization program in which a weighted data divergence is minimized subject to a constraint on the image total variation (TV); a data-derivative fidelity is introduced in the program specifically for effectively suppressing dominant, low-frequency data artifact caused by, e.g. data truncation; and the Chambolle-Pock (CP) algorithm is tailored to reconstruct an image through solving the program. Like any other reconstructions, the optimization-based reconstruction considered depends upon numerous parameters. We elucidate the parameters, illustrate their determination, and demonstrate their impact on the reconstruction. The optimization-based reconstruction, when applied to data collected from swine and patient subjects, yields images with visibly reduced artifacts in contrast to the reference reconstruction, and it also appears to exhibit a high degree of robustness against distinctively different anatomies of imaged subjects and scanning conditions of clinical significance. Knowledge and insights gained in the study may be exploited for aiding in the design of practical reconstructions of truly clinical-application utility.

journal_name

Phys Med Biol

authors

Xia D,Langan DA,Solomon SB,Zhang Z,Chen B,Lai H,Sidky EY,Pan X

doi

10.1088/0031-9155/61/20/7300

subject

Has Abstract

pub_date

2016-10-21 00:00:00

pages

7300-7333

issue

20

eissn

0031-9155

issn

1361-6560

journal_volume

61

pub_type

杂志文章
  • Optimization of multiply acquired magnetic flux density B(z) using ICNE-Multiecho train in MREIT.

    abstract::The aim of magnetic resonance electrical impedance tomography (MREIT) is to visualize the electrical properties, conductivity or current density of an object by injection of current. Recently, the prolonged data acquisition time when using the injected current nonlinear encoding (ICNE) method has been advantageous for...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/55/9/021

    authors: Nam HS,Kwon OI

    更新日期:2010-05-07 00:00:00

  • A novel geometry-dosimetry label fusion method in multi-atlas segmentation for radiotherapy: a proof-of-concept study.

    abstract::Multi-atlas segmentation (MAS) has been widely used to automate the delineation of organs at risk (OARs) for radiotherapy. Label fusion is a crucial step in MAS to cope with the segmentation variabilities among multiple atlases. However, most existing label fusion methods do not consider the potential dosimetric impac...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/1361-6560/aa5ed9

    authors: Chang J,Tian Z,Lu W,Gu X,Chen M,Jiang SB

    更新日期:2017-05-07 00:00:00

  • Navigated non-contact fluorescence tomography.

    abstract::A non-contact approach for diffuse optical tomography (DOT) has been developed for on-demand image updates using surgical navigation technology. A stereoscopic optical tracker provides real-time localization of reflective spheres mounted to a laser diode and near-infrared camera. Standard camera calibration is combine...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/1361-6560/ab1f33

    authors: Daly MJ,Wilson BC,Irish JC,Jaffray DA

    更新日期:2019-07-05 00:00:00

  • FBP-Net for direct reconstruction of dynamic PET images.

    abstract::Dynamic positron emission tomography (PET) imaging can provide information about metabolic changes over time, used for kinetic analysis and auxiliary diagnosis. Existing deep learning-based reconstruction methods have too many trainable parameters and poor generalization, and require mass data to train the neural netw...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/1361-6560/abc09d

    authors: Wang B,Liu H

    更新日期:2020-10-13 00:00:00

  • Planning 4D intensity-modulated arc therapy for tumor tracking with a multileaf collimator.

    abstract::This study introduces a practical four-dimensional (4D) planning scheme of IMAT using 4D computed tomography (4D CT) for planning tumor tracking with dynamic multileaf beam collimation. We assume that patients can breathe regularly, i.e. the same way as during 4D CT with an unchanged period and amplitude, and that the...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/1361-6560/aa56b7

    authors: Niu Y,Betzel GT,Yang X,Gui M,Parke WC,Yi B,Yu CX

    更新日期:2017-02-21 00:00:00

  • FDTD analysis of human body-core temperature elevation due to RF far-field energy prescribed in the ICNIRP guidelines.

    abstract::This study investigated the relationship between the specific absorption rate and temperature elevation in an anatomically-based model named NORMAN for exposure to radio-frequency far fields in the ICNIRP guidelines (1998 Health Phys. 74 494-522). The finite-difference time-domain method is used for analyzing the elec...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/52/16/020

    authors: Hirata A,Asano T,Fujiwara O

    更新日期:2007-08-21 00:00:00

  • A new approach to account for the medium-dependent effect in model-based dose calculations for kilovoltage x-rays.

    abstract::This study presents a new approach to accurately account for the medium-dependent effect in model-based dose calculations for kilovoltage (kV) x-rays. This approach is based on the hypothesis that the correction factors needed to convert dose from model-based dose calculations to absorbed dose-to-medium depend on both...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/56/13/011

    authors: Pawlowski JM,Ding GX

    更新日期:2011-07-07 00:00:00

  • Measurement of the hyperelastic properties of 44 pathological ex vivo breast tissue samples.

    abstract::The elastic and hyperelastic properties of biological soft tissues have been of interest to the medical community. There are several biomedical applications where parameters characterizing such properties are critical for a reliable clinical outcome. These applications include surgery planning, needle biopsy and brach...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/54/8/020

    authors: O'Hagan JJ,Samani A

    更新日期:2009-04-21 00:00:00

  • Monitoring the irradiation field of 12C and 16O SOBP beams using positron emitters produced through projectile fragmentation reactions.

    abstract::In order to effectively utilize the prominent properties of heavy ions in radiotherapy, it is important to evaluate both the position of the field irradiated with incident ions and the absorbed dose distribution in a patient's body. One of the methods for this purpose is the utilization of the positron emitters produc...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/53/3/002

    authors: Inaniwa T,Kohno T,Tomitani T,Sato S

    更新日期:2008-02-07 00:00:00

  • Tumour oxygen dynamics measured simultaneously by near-infrared spectroscopy and 19F magnetic resonance imaging in rats.

    abstract::Simultaneous near-infrared spectroscopy (NIRS) and magnetic resonance imaging (MRI) were used to investigate the correlation between tumour vascular oxygenation and tissue oxygen tension dynamics in rat breast 13762NF tumours with respect to hyperoxic gas breathing. NIRS directly detected global variations in the oxyg...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/51/1/004

    authors: Xia M,Kodibagkar V,Liu H,Mason RP

    更新日期:2006-01-07 00:00:00

  • Arc-modulated radiation therapy based on linear models.

    abstract::This paper reports an inverse arc-modulated radiation therapy planning technique based on linear models. It is implemented with a two-step procedure. First, fluence maps for 36 fixed-gantry beams are generated using a linear model-based intensity-modulated radiation therapy (IMRT) optimization algorithm. The 2D fluenc...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/55/13/020

    authors: Zhu X,Thongphiew D,McMahon R,Li T,Chankong V,Yin FF,Wu QJ

    更新日期:2010-07-07 00:00:00

  • Assessment of induced radio-frequency electromagnetic fields in various anatomical human body models.

    abstract::The reference levels for testing compliance of human exposure with radio-frequency (RF) safety limits have been derived from very simplified models of the human. In order to validate these findings for anatomical models, we investigated the absorption characteristics for various anatomies ranging from 6 year old child...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/54/4/004

    authors: Kühn S,Jennings W,Christ A,Kuster N

    更新日期:2009-02-21 00:00:00

  • Measurement of total body nitrogen and oxygen by irradiation with cyclotron neutrons and 'delayed' gamma ray counting.

    abstract::Measurement of total body nitrogen is assuming increasing importance in the nutritional evaluation of seriously ill patients. Nitrogen has been previously measured either by counting (i) the annihilation radiation from 13N immediately after neutron irradiation with 14 MeV neutrons or (ii) the 'prompt' gamma rays from ...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/29/4/008

    authors: Spinks TJ,Goode AW,Ranicar AS,Steere E

    更新日期:1984-04-01 00:00:00

  • Influence of vascular normalization on interstitial flow and delivery of liposomes in tumors.

    abstract::Elevated interstitial fluid pressure is one of the barriers of drug delivery in solid tumors. Recent studies have shown that normalization of tumor vasculature by anti-angiogenic factors may improve the delivery of conventional cytotoxic drugs, possibly by increasing blood flow, decreasing interstitial fluid pressure,...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/60/4/1477

    authors: Ozturk D,Yonucu S,Yilmaz D,Unlu MB

    更新日期:2015-02-21 00:00:00

  • A low-count reconstruction algorithm for Compton-based prompt gamma imaging.

    abstract::The Compton camera is an imaging device which has been proposed to detect prompt gammas (PGs) produced by proton-nuclear interactions within tissue during proton beam irradiation. Compton-based PG imaging has been developed to verify proton ranges because PG rays, particularly characteristic ones, have strong correlat...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/1361-6560/aab737

    authors: Huang HM,Liu CC,Jan ML,Lee MW

    更新日期:2018-04-19 00:00:00

  • Rinsing paired-agent model (RPAM) to quantify cell-surface receptor concentrations in topical staining applications of thick tissues.

    abstract::Conventional molecular assessment of tissue through histology, if adapted to fresh thicker samples, has the potential to enhance cancer detection in surgical margins and monitoring of 3D cell culture molecular environments. However, in thicker samples, substantial background staining is common despite repeated rinsing...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/1361-6560/aa6cf1

    authors: Xu X,Wang Y,Xiang J,Liu JTC,Tichauer KM

    更新日期:2017-06-21 00:00:00

  • Analytical modeling of relative luminescence efficiency of Al2O3:C optically stimulated luminescence detectors exposed to high-energy heavy charged particles.

    abstract::The objective of this work is to test analytical models to calculate the luminescence efficiency of Al(2)O(3):C optically stimulated luminescence detectors (OSLDs) exposed to heavy charged particles with energies relevant to space dosimetry and particle therapy. We used the track structure model to obtain an analytica...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/57/2/437

    authors: Sawakuchi GO,Yukihara EG

    更新日期:2012-01-21 00:00:00

  • Dynamics of polymerization in polyacrylamide gel (PAG) dosimeters: (I) ageing and long-term stability.

    abstract::Few quantitative data are available on the kinetics of polymerization reactions in polymer gel (PAG) dosimeters and their long-term stability. Post-irradiation polymerization reactions have been found to continue for several weeks, posing questions regarding dosimeter stability and its achievement. In this paper we re...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/44/8/301

    authors: McJury M,Oldham M,Leach MO,Webb S

    更新日期:1999-08-01 00:00:00

  • Comparison of temperature distributions in interstitial hyperthermia: experiments in bovine tongues versus generic simulations.

    abstract::Temperature distributions resulting from hyperthermia treatments on isolated perfused bovine tongues were compared with simulations by a treatment planning system. The aim was to test whether the discrete vessel model used for the treatment planning is able to predict correct generic temperature distributions. Tongues...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/43/5/011

    authors: Raaymakers BW,Crezee J,Lagendijk JJ

    更新日期:1998-05-01 00:00:00

  • Resolving fluorophores by unmixing multispectral fluorescence tomography with independent component analysis.

    abstract::It is a challenging problem to resolve and identify drug (or non-specific fluorophore) distribution throughout the whole body of small animals in vivo. In this article, an algorithm of unmixing multispectral fluorescence tomography (MFT) images based on independent component analysis (ICA) is proposed to solve this pr...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/59/17/5025

    authors: Pu H,Zhang G,He W,Liu F,Guang H,Zhang Y,Bai J,Luo J

    更新日期:2014-09-07 00:00:00

  • Radiofrequency heating effects around resonant lengths of wire in MRI.

    abstract::Several recent reports agree that the potentially dangerous heating around extended wires or coaxial cables inside the bodycoil of a magnetic resonance imager is related to resonant effects. No quantitative description of this idea has been given so far. We analyse a simplified situation, where a straight metallic wir...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/47/16/312

    authors: Pictet J,Meuli R,Wicky S,van der Klink JJ

    更新日期:2002-08-21 00:00:00

  • Reducing scan angle using adaptive prior knowledge for a limited-angle intrafraction verification (LIVE) system for conformal arc radiotherapy.

    abstract::The purpose of this study is to develop an adaptive prior knowledge guided image estimation technique to reduce the scan angle needed in the limited-angle intrafraction verification (LIVE) system for 4D-CBCT reconstruction. The LIVE system has been previously developed to reconstruct 4D volumetric images on-the-fly du...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/1361-6560/aa6913

    authors: Zhang Y,Yin FF,Zhang Y,Ren L

    更新日期:2017-05-07 00:00:00

  • The feasibility of estimating and imaging the mechanical behavior of poroelastic materials using axial strain elastography.

    abstract::In this paper, we have investigated the feasibility of imaging the mechanical behavior of poroelastic materials using axial strain elastography. Cylindrical samples obtained from poroelastic materials having different elastic and permeability properties were subjected to a constant compression force (a classical creep...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/52/11/020

    authors: Righetti R,Righetti M,Ophir J,Krouskop TA

    更新日期:2007-06-07 00:00:00

  • Numerical study of oxygen transport in a carotid bifurcation.

    abstract::This study investigates the oxygen mass transport in the region around the human carotid bifurcation, particularly addressing the effects of bifurcation geometry and pulsatile blood flow on the oxygen transport between the blood flow and artery wall tissue, coupled with the metabolic oxygen consumption and oxygen diff...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/55/14/004

    authors: Tada S

    更新日期:2010-07-21 00:00:00

  • Monte Carlo calculation of beam quality correction factors for PTW cylindrical ionization chambers in photon beams.

    abstract::The beam quality correction factor k Q for megavoltage photon beams has been calculated for eight PTW (Freiburg, Germany) ionization chambers (Farmer chambers PTW30010, PTW30011, PTW30012, and PTW30013, Semiflex 3D chambers PTW31021, PTW31010, and PTW31013, and the PinPoint 3D chamber PTW31016). Simulations performed ...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/1361-6560/ab9501

    authors: Giménez-Alventosa V,Giménez V,Ballester F,Vijande J,Andreo P

    更新日期:2020-10-07 00:00:00

  • An absorptiometry method for the determination of arterial blood concentration of injected iodinated contrast agent.

    abstract::A single photon absorptiometry method to measure the arterial concentration of injected iodinated contrast agent was developed. A prototype absorptiometry unit was built which consists of either a square or circular cross section acrylic (polymethylmethacrylate) cuvette connected to an arterial catheter at one end and...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/37/9/002

    authors: Yeung WT,Lee TY,Del Maestro RF,Kozak R,Bennett JD,Brown T

    更新日期:1992-09-01 00:00:00

  • A theoretical approach for non-equilibrium radiation dosimetry.

    abstract::This study presents a theoretical approach to the dosimetry for small and non-equilibrium radiation fields. We applied the newly developed VMCBC algorithm to the dosimetry for megavoltage photon beams using Monte Carlo techniques. The approach assumes that a Monte Carlo simulated beam can be calibrated per incident pa...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/53/13/006

    authors: Ding GX,Duggan DM,Coffey CW

    更新日期:2008-07-07 00:00:00

  • Characterization of a single LSO crystal layer high resolution research tomograph.

    abstract::The purpose of this study was to determine the performance of a single lutetium oxy-orthosilicate (LSO) crystal layer High Resolution Research Tomograph (HRRT) positron emission tomography (PET) scanner. The HRRT is a high resolution PET scanner designed for human brain and small animal imaging. The scanner consists o...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/48/4/302

    authors: Boellaard R,Buijs F,de Jong HW,Lenox M,Gremillion T,Lammertsma AA

    更新日期:2003-02-21 00:00:00

  • Modelling simple helically delivered dose distributions.

    abstract::In a previous paper, we described quality assurance procedures for Hi-Art helical tomotherapy machines. Here, we develop further some ideas discussed briefly in that paper. Simple helically generated dose distributions are modelled, and relationships between these dose distributions and underlying characteristics of H...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/0031-9155/50/7/013

    authors: Fenwick JD,Tomé WA,Kissick MW,Mackie TR

    更新日期:2005-04-07 00:00:00

  • Towards using a focussed phased array of millimetre length scale elements for ultrasound imaging.

    abstract::Sparse phased array ultrasound transducers with millimetre length scale elements have previously been proposed for generating hyperthermia but not for imaging. Numerical simulation with a pseudospectral solver was used to investigate: (a) how the position of the maximum pressure in the focal region changed with elemen...

    journal_title:Physics in medicine and biology

    pub_type: 杂志文章

    doi:10.1088/1361-6560/aace07

    authors: Wilson AJ

    更新日期:2018-07-16 00:00:00