Clinical image quality assessment of accelerated magnetic resonance neuroimaging using compressed sensing.

Abstract:

PURPOSE:The aim of this study was to determine to what degree current compressed sensing methods are capable of accelerating clinical magnetic resonance neuroimaging sequences. METHODS:Two 2-dimensional clinical sequences were chosen for this study because of their long scan times. A pilot study was used to establish the sampling scheme and regularization parameter needed in compressed sensing reconstruction. These findings were used in a subsequent blinded study in which images reconstructed using compressed sensing were evaluated by 2 board-certified neuroradiologists. Image quality was evaluated at up to 10 anatomical features. RESULTS:The findings indicate that compressed sensing may provide 2-fold acceleration of certain clinical magnetic resonance neuroimaging sequences. A global ringing artifact and image blurring were identified as the 2 primary artifacts that would hinder the ability to confidently discern abnormality. CONCLUSION:Compressed sensing is able to moderately accelerate certain neuroimaging sequences without severe loss of clinically relevant information. For those sequences with coarser spatial resolution and/or at a higher acceleration factor, artifacts degrade the quality of the reconstructed image to a point where they are of little to no clinical value.

journal_name

Invest Radiol

journal_title

Investigative radiology

authors

Sharma SD,Fong CL,Tzung BS,Law M,Nayak KS

doi

10.1097/RLI.0b013e31828a012d

subject

Has Abstract

pub_date

2013-09-01 00:00:00

pages

638-45

issue

9

eissn

0020-9996

issn

1536-0210

journal_volume

48

pub_type

杂志文章
  • Clinical experience with saralasin infusion in hypertensive patients.

    abstract::Renal arteriography gives a reliable anatomic delineation of the renal vasculature. However, the presence of renal arterial disease does not determine the physiologic significance of the lesion. The intravenous infusion of saralasin, a specific angiotensin II antagonist, has been investigated as a method for identify...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-197711000-00006

    authors: Tegtmeyer CJ,Latour EA,Vaughan ED Jr,Ayers CR,Carey RM,Wellons HA Jr

    更新日期:1977-11-01 00:00:00

  • Evaluation of diffusion-weighted MR imaging at inclusion in an active surveillance protocol for low-risk prostate cancer.

    abstract:PURPOSE:We aimed to determine whether diffusion-weighted magnetic resonance imaging, by means of the apparent diffusion coefficient (ADC), is able to guide magnetic resonance-guided biopsy in patients fit for active surveillance (AS) and identify patients harboring high-grade Gleason components not suitable for AS. MA...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0b013e31827b711e

    authors: Somford DM,Hoeks CM,Hulsbergen-van de Kaa CA,Hambrock T,Fütterer JJ,Witjes JA,Bangma CH,Vergunst H,Smits GA,Oddens JR,van Oort IM,Barentsz JO,MR-PRIAS Collaboration Group.

    更新日期:2013-03-01 00:00:00

  • Experimental carotid aneurysms: I. Simple surgical production and radiographic evaluation.

    abstract::Using simple surgical techniques, experimental carotid aneurysms are created which simulate some types of human berry aneurysms, both in hemodynamic and radiographic behavior. End to side anastomoses of an external jugular vein graft to the common carotid artery can be carried out by radiologic personnel with no forma...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-197703000-00009

    authors: Kerber CW,Buschman RW

    更新日期:1977-03-01 00:00:00

  • Dynamic contrast-enhanced computed tomography as a potential biomarker in patients with metastatic renal cell carcinoma: preliminary results from the Danish Renal Cancer Group Study-1.

    abstract:OBJECTIVES:The aim of this study was to explore the impact of dynamic contrast-enhanced (DCE) computer tomography (CT) as a biomarker in metastatic renal cell carcinoma (mRCC). MATERIALS AND METHODS:Twelve patients with favorable or intermediate Memorial Sloan Kettering Cancer Center risk group and clear cell mRCC par...

    journal_title:Investigative radiology

    pub_type: 杂志文章,随机对照试验

    doi:10.1097/RLI.0000000000000058

    authors: Mains JR,Donskov F,Pedersen EM,Madsen HH,Rasmussen F

    更新日期:2014-09-01 00:00:00

  • Comparison of Iodine Density Measurement Among Dual-Energy Computed Tomography Scanners From 3 Vendors.

    abstract:OBJECTIVES:The aims of this study were to analyze the effect of dual-energy computed tomography (DECT) scanners and fluid characteristics on iodine quantification and to calculate the measurement variability range induced by those variables. METHODS:We performed an experimental phantom study with 4 mediastinal iodine ...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0000000000000446

    authors: Kim H,Goo JM,Kang CK,Chae KJ,Park CM

    更新日期:2018-06-01 00:00:00

  • The pediatric tracheostomy: III). An appraisal of xerography.

    abstract::Comparatively new in the roentgen evaluation of infants and children, xerography would appear to be ideal for portraying the pediatric airway. Since the radiation dose of xerography is higher than conventional radiography, its image quality is the subject of careful scrutiny in a pediatric setting here described in 23...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-197807000-00002

    authors: Scott JR,Kramer SS,Griscom NT

    更新日期:1978-07-01 00:00:00

  • First-in-Human Ultrasound Molecular Imaging With a VEGFR2-Specific Ultrasound Molecular Contrast Agent (BR55) in Prostate Cancer: A Safety and Feasibility Pilot Study.

    abstract:OBJECTIVE:BR55, a vascular endothelial growth factor receptor 2 (VEGFR2)-specific ultrasound molecular contrast agent (MCA), has shown promising results in multiple preclinical models regarding cancer imaging. In this first-in-human, phase 0, exploratory study, we investigated the feasibility and safety of the MCA for ...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0000000000000362

    authors: Smeenge M,Tranquart F,Mannaerts CK,de Reijke TM,van de Vijver MJ,Laguna MP,Pochon S,de la Rosette JJMCH,Wijkstra H

    更新日期:2017-07-01 00:00:00

  • Pancreatic Steatosis Is Associated With Impaired Exocrine Pancreatic Function.

    abstract:OBJECTIVES:The aim of this study was to investigate if pancreatic steatosis measured by proton density fat fraction (PDFF) is associated with exocrine pancreatic function defined by fecal elastase concentrations. MATERIALS AND METHODS:A total of 1458 volunteers (777 women; age range, 21-88 years) underwent magnetic re...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0000000000000554

    authors: Kromrey ML,Friedrich N,Hoffmann RT,Bülow R,Völzke H,Weiss FU,Lerch MM,Motosugi U,Kühn JP

    更新日期:2019-07-01 00:00:00

  • Acute systemic and renal hemodynamic effects of meglumine/sodium diatrizoate 76% and iopamidol in euvolemic and dehydrated dogs.

    abstract::We examined the acute systemic and renal hemodynamic effects of intravenous meglumine/sodium diatrizoate-76% and iopamidol in euvolemic and dehydrated dogs. The physiologic responses were compared with acute changes in the level of an endogenous heparin-like material (EHM). One of eight dehydrated dogs receiving diatr...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-198610000-00005

    authors: Katzberg RW,Morris TW,Lasser EC,DiMarco PL,Merguerian PA,Ventura JA,Pabico RC,McKenna BA

    更新日期:1986-10-01 00:00:00

  • Development of a macromolecular dual-modality MR-optical imaging for sentinel lymph node mapping.

    abstract:OBJECTIVE:To evaluate the effectiveness of a dual magnetic resonance-near infrared fluorescence optical imaging agent, poly(l-glutamic acid)-DTPA-Gd-NIR813, for both preoperative and intraoperative visualization and characterization of sentinel lymph nodes (SLN) in mice. MATERIALS AND METHODS:Poly(L-glutamic acid) was...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0b013e31804f5a79

    authors: Melancon MP,Wang Y,Wen X,Bankson JA,Stephens LC,Jasser S,Gelovani JG,Myers JN,Li C

    更新日期:2007-08-01 00:00:00

  • T2-Weighted 4D Magnetic Resonance Imaging for Application in Magnetic Resonance-Guided Radiotherapy Treatment Planning.

    abstract:OBJECTIVES:The aim of this study was to develop and verify a method to obtain good temporal resolution T2-weighted 4-dimensional (4D-T2w) magnetic resonance imaging (MRI) by using motion information from T1-weighted 4D (4D-T1w) MRI, to support treatment planning in MR-guided radiotherapy. MATERIALS AND METHODS:Ten pat...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0000000000000381

    authors: Freedman JN,Collins DJ,Bainbridge H,Rank CM,Nill S,Kachelrieß M,Oelfke U,Leach MO,Wetscherek A

    更新日期:2017-10-01 00:00:00

  • Contrast-to-noise-ratio measurements in three-dimensional magnetic resonance angiography.

    abstract:RATIONALE AND OBJECTIVES:The authors report on the development and preliminary validation of a technique for measuring contrast-to-noise ratio (CNR) at all points along selected vessel segments in the original three-dimensional magnetic resonance angiography (MRA) dataset. METHODS:Contrast-to-noise ratio dependencies ...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-199311000-00005

    authors: Du Y,Parker DL,Davis WL,Blatter DD

    更新日期:1993-11-01 00:00:00

  • The mini-fellowship in teaching. A senior resident elective.

    abstract::The residency program at the University of Pennsylvania offers a 1-month fellowship for senior residents in medical student education. Instructional philosophy, methods, and content are discussed, observed, practiced, and evaluated. Close supervision and immediate feedback provide training particularly needed by futur...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-199006000-00028

    authors: Troupin RH

    更新日期:1990-06-01 00:00:00

  • Elimination of gadolinium-ethoxybenzyl-DTPA in a rat model of severely impaired liver and kidney excretory function. An experimental study in rats.

    abstract:RATIONALE AND OBJECTIVES:The authors investigated whether gadolinium-ethoxybenzyl-DTPA (Gd-EOB-DTPA) can be eliminated in the absence of the two usual excretory pathways (urinary or biliary) and whether a remaining excretory pathway is able to compensate for impaired liver or kidney function. METHODS:The study was per...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-199402000-00017

    authors: Mühler A,Heinzelmann I,Weinmann HJ

    更新日期:1994-02-01 00:00:00

  • Inhibition of restenosis in stented porcine coronary arteries: uptake of Paclitaxel from angiographic contrast media.

    abstract:RATIONALE AND OBJECTIVES:Paclitaxel added to angiographic contrast medium (CM) has been shown to inhibit restenosis in the porcine coronary overstretch model. This study determined early local tissue concentrations after the administration of different paclitaxel doses and preparations. MATERIALS AND METHODS:Fifteen p...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/01.rli.0000116125.96544.64

    authors: Speck U,Scheller B,Abramjuk C,Grossmann S,Mahnkopf D,Simon O

    更新日期:2004-03-01 00:00:00

  • Ultra-low-dose, time-resolved contrast-enhanced magnetic resonance angiography of the carotid arteries at 3.0 tesla.

    abstract:PURPOSE:To determine whether time-resolved magnetic resonance angiography (TR-MRA) with ultra-low-dose gadolinium chelate (1.5-3.0 mL) can reliably detect or rule out hemodynamically significant disease in the carotid-vertebral artery territory. MATERIALS AND METHODS:Hundred consecutive patients (62 women, 38 men, mea...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0b013e31819ca048

    authors: Lohan DG,Tomasian A,Saleh RS,Singhal A,Krishnam MS,Finn JP

    更新日期:2009-04-01 00:00:00

  • 3.0 Tesla high spatial resolution contrast-enhanced magnetic resonance angiography (CE-MRA) of the pulmonary circulation: initial experience with a 32-channel phased array coil using a high relaxivity contrast agent.

    abstract:PURPOSE:To evaluate the technical feasibility of high spatial resolution contrast-enhanced magnetic resonance angiography (CE-MRA) with highly accelerated parallel acquisition at 3.0 T using a 32-channel phased array coil, and a high relaxivity contrast agent. MATERIALS AND METHODS:Ten adult healthy volunteers (5 men,...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/01.rli.0000261937.77365.6a

    authors: Nael K,Fenchel M,Krishnam M,Finn JP,Laub G,Ruehm SG

    更新日期:2007-06-01 00:00:00

  • The use of continuous and discrete confidence judgments in receiver operating characteristic studies of diagnostic imaging techniques.

    abstract::Virtually all receiver operating characteristic (ROC) studies of medical imaging methods have involved data collected on a discrete confidence-rating scale, though in principle ROC studies can be conducted with either discrete or continuous scales. Continuous scales provide potential advantages in medical applications...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-199202000-00016

    authors: Rockette HE,Gur D,Metz CE

    更新日期:1992-02-01 00:00:00

  • AcidoCEST-UTE MRI for the Assessment of Extracellular pH of Joint Tissues at 3 T.

    abstract:OBJECTIVES:The goal of this study was to demonstrate feasibility of measuring extracellular pH in cartilage and meniscus using acidoCEST technique with a 3-dimensional ultrashort echo time readout (acidoCEST-UTE) magnetic resonance imaging (MRI). MATERIALS AND METHODS:Magnetization transfer ratio asymmetry, radiofrequ...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0000000000000576

    authors: Ma YJ,High RA,Tang Q,Wan L,Jerban S,Du J,Chang EY

    更新日期:2019-09-01 00:00:00

  • Time continuous tracking and segmentation of cardiovascular magnetic resonance images using multidimensional dynamic programming.

    abstract::In this article, we propose a semiautomatic method for time-continuous contour detection in all phases of the cardiac cycle in magnetic resonance sequences. The method is based on multidimensional dynamic programming. After shape parameterization, cost hypercubes are filled with image-feature derived cost function val...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/01.rli.0000194070.88432.24

    authors: Uzümcü M,van der Geest RJ,Swingen C,Reiber JH,Lelieveldt BP

    更新日期:2006-01-01 00:00:00

  • Magnetic resonance imaging-controlled laser-induced interstitial thermotherapy.

    abstract:RATIONALE AND OBJECTIVES:Laser-induced interstitial thermotherapy (LITT) may become an attractive modality for minimally invasive tumor therapy. Magnetic resonance imaging (MRI) could be used to assist this procedure. METHODS:A T1-weighted turbo fast low-angle shot (FLASH) sequence for on-line monitoring of the laser-...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-199403000-00015

    authors: Gewiese B,Beuthan J,Fobbe F,Stiller D,Müller G,Böse-Landgraf J,Wolf KJ,Deimling M

    更新日期:1994-03-01 00:00:00

  • Heavily Calcified Coronary Arteries: Advanced Calcium Subtraction Improves Luminal Visualization and Diagnostic Confidence in Dual-Energy Coronary Computed Tomography Angiography.

    abstract:OBJECTIVES:The aim of this study was to evaluate a prototype dual-energy computed tomography calcium subtraction algorithm and its impact on luminal visualization in patients with heavily calcified coronary arteries. MATERIALS AND METHODS:Twenty-nine patients (62% male; mean age, 64 ± 7 years) who had undergone dual-e...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0000000000000416

    authors: De Santis D,Jin KN,Schoepf UJ,Grant KL,De Cecco CN,Nance JW Jr,Vogl TJ,Laghi A,Albrecht MH

    更新日期:2018-02-01 00:00:00

  • Feasibility of 3T dynamic contrast-enhanced magnetic resonance-guided biopsy in localizing local recurrence of prostate cancer after external beam radiation therapy.

    abstract:OBJECTIVES:The objective of this study was to assess the feasibility of the combination of magnetic resonance (MR)-guided biopsy (MRGB) and diagnostic 3T MR imaging in the localization of local recurrence of prostate cancer (PCa) after external beam radiation therapy (EBRT). MATERIALS AND METHODS:Twenty-four consecuti...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0b013e3181c7bcda

    authors: Yakar D,Hambrock T,Huisman H,Hulsbergen-van de Kaa CA,van Lin E,Vergunst H,Hoeks CM,van Oort IM,Witjes JA,Barentsz JO,Fütterer JJ

    更新日期:2010-03-01 00:00:00

  • Assessment of large bowel motility by cine magnetic resonance imaging using two different prokinetic agents: a feasibility study.

    abstract:OBJECTIVES:We sought to assess large bowel motility, induced by 2 prokinetic agents, senna tea and erythromycin, using functional cine magnetic resonance imaging (MRI). MATERIALS AND METHODS:Twelve volunteers underwent functional cine MRI before and after the administration of senna tea or erythromycin. The protocol c...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/01.rli.0000183054.43131.a8

    authors: Buhmann S,Kirchhoff C,Wielage C,Mussack T,Reiser MF,Lienemann A

    更新日期:2005-11-01 00:00:00

  • Sequential change of MR signal intensity of the brain after manganese administration in rabbits. Correlation with manganese concentration and histopathologic findings.

    abstract:RATIONALE AND OBJECTIVES:High signal intensity in the basal ganglia on T1-weighted MR imaging has been reported in chronic manganese (Mn) poisoning. However, the exact meaning of the high signal intensity remains unclear: does it result from Mn itself, secondary pathologic changes of the brain tissue, or both? The goal...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-199906000-00001

    authors: Kim SH,Chang KH,Chi JG,Cheong HK,Kim JY,Kim YM,Han MH

    更新日期:1999-06-01 00:00:00

  • Renal blood oxygenation level-dependent imaging: contribution of R2 to R2* values.

    abstract:OBJECTIVES:The aim of this study was to assess the impact of oral water and intravenous furosemide challenges on blood oxygenation level-dependent magnetic resonance imaging measurements in the kidney and to examine the contribution of R2 (=1/T2) to changes in R2* (=1/T2*). MATERIALS AND METHODS:This Health Insurance ...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0b013e3182823591

    authors: Vivier PH,Storey P,Chandarana H,Yamamoto A,Tantillo K,Khan U,Zhang JL,Sigmund EE,Rusinek H,Babb JS,Bubenheim M,Lee VS

    更新日期:2013-07-01 00:00:00

  • Deep Learning on Conventional Magnetic Resonance Imaging Improves the Diagnosis of Multiple Sclerosis Mimics.

    abstract:OBJECTIVES:The aims of this study were to present a deep learning approach for the automated classification of multiple sclerosis and its mimics and compare model performance with that of 2 expert neuroradiologists. MATERIALS AND METHODS:A total of 268 T2-weighted and T1-weighted brain magnetic resonance imagin scans ...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0000000000000735

    authors: Rocca MA,Anzalone N,Storelli L,Del Poggio A,Cacciaguerra L,Manfredi AA,Meani A,Filippi M

    更新日期:2020-10-26 00:00:00

  • Vein graft-coated stents for endovascular occlusion of canine experimental arteriovenous fistulae.

    abstract:RATIONALE AND OBJECTIVES:To evaluate different vein graft-coated stent systems in the endovascular treatment of experimental arteriovenous fistulae (AVF) in a canine model. METHODS:Bilateral carotid-to-external jugular vein AVF were created. Two balloon-expandable tantalum stents (Strecker stent), two self-expanding n...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-199901000-00004

    authors: Schellhammer F,Wahkloo AK,Nagursky H,Schumacher M

    更新日期:1999-01-01 00:00:00

  • Influence of clinical history upon detection of nodules and other lesions.

    abstract::The authors reexamined a suspected difference in the effects of clinical information upon detection of nodules vs. more diverse lesions by directly incorporating classification specificity into detection ROC analysis. Categorical prompts, correct for specific abnormalities, led to detection superior to unprompted read...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/00004424-198801000-00011

    authors: Berbaum KS,Franken EA Jr,Dorfman DD,Barloon TJ

    更新日期:1988-01-01 00:00:00

  • Dynamic Contrast-Enhanced Magnetic Resonance Imaging for Quantitative Lung Perfusion Imaging Using the Dual-Bolus Approach: Comparison of 3 Contrast Agents and Recommendation of Feasible Doses.

    abstract:OBJECTIVE:The aims of this study were to compare 3 contrast agents and to define feasible doses for quantitative lung perfusion imaging using the dual-bolus approach in dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI). MATERIALS AND METHODS:Ten healthy volunteers (6 males, 4 females; mean age, 23.5 yea...

    journal_title:Investigative radiology

    pub_type: 杂志文章

    doi:10.1097/RLI.0000000000000224

    authors: Veldhoen S,Oechsner M,Fischer A,Weng AM,Kunz AS,Bley TA,Köstler H,Ritter CO

    更新日期:2016-03-01 00:00:00