Real-Time Gain Control of PET Detectors and Evaluation With Challenging Radionuclides.

Abstract:

:Accurate gain control of PET detectors is a prerequisite for quantitative accuracy. A shift in the 511 keV peak position can lead to errors in scatter correction, degrading quantitation. The PET detectors in a PET/MR scanner are subject to thermal transients due to eddy currents induced during gradient-intensive MRI sequences. Since the gain of silicon photomultiplier-based detectors changes with temperature, good gain control is particularly challenging. In this paper we describe a method that utilizes information from the entire singles spectrum to create a real-time gain control method that maintains gain of PET detectors stable within approximately ±0.5% (±2.5 keV) with varying levels of scatter and in the presence of significant thermal transients. We describe the methods used to combine information about multiple peaks and how this algorithm is implemented in a way that permits real-time processing on a field-programmable gate array. Simulations demonstrate rapid response time and stability. A method ("virtual scatter filter") is also described that extracts unscattered photopeak events from phantom data and demonstrates the accuracy of the photopeak for various radionuclides that emit energies in addition to the pure 511 keV annihilation peak. Radionuclides 52 Mn, 55 Co, 64 Cu, 89 Zr, 90 Y, and 124 I are included in the study for their various forms of spectral contamination.

journal_name

IEEE Trans Med Imaging

authors

Jansen FP,Deller TW,Fries MD,Khalighi MM,White SL,Radford LL,McConathy JE,Lapi SE

doi

10.1109/TMI.2020.3022321

subject

Has Abstract

pub_date

2021-01-01 00:00:00

pages

71-80

issue

1

eissn

0278-0062

issn

1558-254X

journal_volume

40

pub_type

杂志文章
  • Fast catheter segmentation from echocardiographic sequences based on segmentation from corresponding X-ray fluoroscopy for cardiac catheterization interventions.

    abstract::Echocardiography is a potential alternative to X-ray fluoroscopy in cardiac catheterization given its richness in soft tissue information and its lack of ionizing radiation. However, its small field of view and acoustic artifacts make direct automatic segmentation of the catheters very challenging. In this study, a fa...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2014.2360988

    authors: Wu X,Housden J,Ma Y,Razavi B,Rhode K,Rueckert D

    更新日期:2015-04-01 00:00:00

  • Patlak image estimation from dual time-point list-mode PET data.

    abstract::We investigate using dual time-point PET data to perform Patlak modeling. This approach can be used for whole body dynamic PET studies in which we compute voxel-wise estimates of Patlak parameters using two frames of data for each bed position. Our approach directly uses list-mode arrival times for each event to estim...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2014.2298868

    authors: Zhu W,Li Q,Bai B,Conti PS,Leahy RM

    更新日期:2014-04-01 00:00:00

  • Space-time segmentation using level set active contours applied to myocardial gated SPECT.

    abstract::This paper presents a new variational method for the segmentation of a moving object against a still background, over a sequence of [two-dimensional or three-dimensional (3-D)] image frames. The method is illustrated in application to myocardial gated single photon emission computed tomography (SPECT) data, and incorp...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.932748

    authors: Debreuve E,Barlaud M,Aubert G,Laurette I,Darcourt J

    更新日期:2001-07-01 00:00:00

  • Automatic recovery of the optic nervehead geometry in optical coherence tomography.

    abstract::Optical coherence tomography (OCT) uses retroreflected light to provide micrometer-resolution, cross-sectional scans of biological tissues. OCT's first application was in ophthalmic imaging where it has proven particularly useful in diagnosing, monitoring, and studying glaucoma. Diagnosing glaucoma is difficult and it...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2006.871417

    authors: Boyer KL,Herzog A,Roberts C

    更新日期:2006-05-01 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

  • Robust online orientation correction for radiographs in PACS environments.

    abstract::In picture archiving and communications systems (PACS), images need to be displayed in standardized ways for radiologists' interpretations. However, for most radiographs acquired via computed radiography (CR), digital radiography (DR), or digitized films, the image orientation is undetermined because of the variations...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/tmi.2006.880677

    authors: Luo H,Luo J

    更新日期:2006-10-01 00:00:00

  • Sparse-view spectral CT reconstruction using spectral patch-based low-rank penalty.

    abstract::Spectral computed tomography (CT) is a promising technique with the potential for improving lesion detection, tissue characterization, and material decomposition. In this paper, we are interested in kVp switching-based spectral CT that alternates distinct kVp X-ray transmissions during gantry rotation. This system can...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2014.2380993

    authors: Kim K,Ye JC,Worstell W,Ouyang J,Rakvongthai Y,El Fakhri G,Li Q

    更新日期:2015-03-01 00:00:00

  • Adaptive speckle reduction filter for log-compressed B-scan images.

    abstract::A good statistical model of speckle formation is useful for designing a good adaptive filter for speckle reduction In ultrasound B-scan images. Previously, statistical models have been used, but they failed to account for the log compression of the echo envelope employed by clinical ultrasound systems. Log-compression...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.544498

    authors: Dutt V,Greenleaf JF

    更新日期:1996-01-01 00:00:00

  • Hot spot detection based on feature space representation of visual search.

    abstract::This paper presents a new framework for capturing intrinsic visual search behavior of different observers in image understanding by analysing saccadic eye movements in feature space. The method is based on the information theory for identifying salient image features based on which visual search is performed. We demon...

    journal_title:IEEE transactions on medical imaging

    pub_type: 临床试验,杂志文章

    doi:10.1109/TMI.2003.816959

    authors: Hu XP,Dempere-Marco L,Yang GZ

    更新日期:2003-09-01 00:00:00

  • Optoacoustic Dermoscopy of the Human Skin: Tuning Excitation Energy for Optimal Detection Bandwidth With Fast and Deep Imaging in vivo.

    abstract::Optoacoustic (photoacoustic) dermoscopy offers two principal advantages over conventional optical imaging applied in dermatology. First, it yields high-resolution cross-sectional images of the skin at depths not accessible to other non-invasive optical imaging methods. Second, by resolving absorption spectra at multip...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2017.2664142

    authors: Schwarz M,Soliman D,Omar M,Buehler A,Ovsepian SV,Aguirre J,Ntziachristos V

    更新日期:2017-06-01 00:00:00

  • Learning Domain Shift in Simulated and Clinical Data: Localizing the Origin of Ventricular Activation From 12-Lead Electrocardiograms.

    abstract::Building a data-driven model to localize the origin of ventricular activation from 12-lead electrocardiograms (ECG) requires addressing the challenge of large anatomical and physiological variations across individuals. The alternative of a patient-specific model is, however, difficult to implement in clinical practice...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2018.2880092

    authors: Alawad M,Wang L

    更新日期:2019-05-01 00:00:00

  • Automatic segmentation of scaling in 2-D psoriasis skin images.

    abstract::Psoriasis is a chronic inflammatory skin disease that affects over 3% of the population. Various methods are currently used to evaluate psoriasis severity and to monitor therapeutic response. The PASI system of scoring is widely used for evaluating psoriasis severity. It employs a visual analogue scale to score the th...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2012.2236349

    authors: Lu J,Kazmierczak E,Manton JH,Sinclair R

    更新日期:2013-04-01 00:00:00

  • Artifact trapping during time reversal photoacoustic imaging for acoustically heterogeneous media.

    abstract::Several different reconstruction algorithms have been proposed for photoacoustic tomography, most of which presuppose that the acoustic properties of the medium are constant and homogeneous. In practice, there are often unknown spatial variations in the acoustic properties, and these algorithms give, at best, only app...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2009.2032358

    authors: Cox BT,Treeby BE

    更新日期:2010-02-01 00:00:00

  • Joint Bayesian-Incorporating Estimation of Multiple Gaussian Graphical Models to Study Brain Connectivity Development in Adolescence.

    abstract::Adolescence is a transitional period between the childhood and adulthood with physical changes, as well as increasing emotional development. Studies have shown that the emotional sensitivity is related to a second period of rapid brain growth. However, there is little focus on the trend of brain development during thi...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2019.2926667

    authors: Zhang A,Cai B,Hu W,Jia B,Liang F,Wilson TW,Stephen JM,Calhoun VD,Wang YP

    更新日期:2020-02-01 00:00:00

  • Accelerated iterative transmission CT reconstruction using an ordered subsets convex algorithm.

    abstract::Iterative maximum likelihood (ML) transmission computed tomography algorithms have distinct advantages over Fourier-based reconstruction, but unfortunately require increased computation time. The convex algorithm [1] is a relatively fast iterative ML algorithm but it is nevertheless too slow for many applications. The...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.746730

    authors: Kamphuis C,Beekman FJ

    更新日期:1998-12-01 00:00:00

  • A multiple active contour model for cardiac boundary detection on echocardiographic sequences.

    abstract::Tracing of left-ventricular epicardial and endocardial borders on echocardiographic sequences is essential for quantification of cardiac function. The authors designed a method based on an extension of active contour models to detect both epicardial and endocardial borders on short-axis cardiac sequences spanning the ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.500138

    authors: Chalana V,Linker DT,Haynor DR,Kim Y

    更新日期:1996-01-01 00:00:00

  • Multi-material decomposition using statistical image reconstruction for spectral CT.

    abstract::Spectral computed tomography (CT) provides information on material characterization and quantification because of its ability to separate different basis materials. Dual-energy (DE) CT provides two sets of measurements at two different source energies. In principle, two materials can be accurately decomposed from DECT...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2014.2320284

    authors: Long Y,Fessler JA

    更新日期:2014-08-01 00:00:00

  • The hypervolume under the ROC hypersurface of "near-guessing" and "near-perfect" observers in N-class classification tasks.

    abstract::We express the performance of the N-class "guessing" observer in terms of the N2-N conditional probabilities which make up an N-class receiver operating characteristic (ROC) space, in a formulation in which sensitivities are eliminated in constructing the ROC space (equivalent to using false-negative fraction and fals...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/tmi.2004.841227

    authors: Edwards DC,Metz CE,Nishikawa RM

    更新日期:2005-03-01 00:00:00

  • Squeezed Trajectory Design for Peak RF and Integrated RF Power Reduction in Parallel Transmission MRI.

    abstract::High peak RF amplitude and excessive specific absorption rate (SAR) are two critical concerns for hardware implementation and patient safety in scientific and clinical research for high field MRI using parallel transmissions (pTX). In this paper, we introduce a squeezing strategy to reduce peak RF amplitude and integr...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2018.2828112

    authors: Li Q,Liao C,Ye H,Chen Y,Cao X,Yuan L,He H,Zhong J

    更新日期:2018-08-01 00:00:00

  • Precise robot-assisted guide positioning for distal locking of intramedullary nails.

    abstract::This paper presents a novel image-guided robot-based system to assist orthopedic surgeons in performing distal locking of long bone intramedullary nails. The system consists of a bone-mounted miniature robot fitted with a drill guide that provides rigid mechanical guidance for hand-held drilling of the distal screws' ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2005.844922

    authors: Yaniv Z,Joskowicz L

    更新日期:2005-05-01 00:00:00

  • Monitoring Acute Stroke Progression: Multi-Parametric OCT Imaging of Cortical Perfusion, Flow, and Tissue Scattering in a Mouse Model of Permanent Focal Ischemia.

    abstract::Cerebral ischemic stroke causes injury to brain tissue characterized by a complex cascade of neuronal and vascular events. Imaging during the early stages of its development allows prediction of tissue infarction and penumbra so that optimal intervention can be determined in order to salvage brain function impairment....

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2019.2895779

    authors: Choi WJ,Li Y,Wang RK

    更新日期:2019-06-01 00:00:00

  • Analysis of noise properties of a class of exact methods of inverting the 2-D exponential radon transform [SPECT application].

    abstract::A general approach that the authors proposed elsewhere reveals the intrinsic relationship among methods for inversion of the 2-D exponential Radon transform described by Bellini et al. (1979), by Tretiak and Metz (1980), by Hawkins et al. (1988), and by Inouye et al. (1989). Moreover, the authors' approach provides an...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.476107

    authors: Pan X,Metz CE

    更新日期:1995-01-01 00:00:00

  • Improved watershed transform for medical image segmentation using prior information.

    abstract::The watershed transform has interesting properties that make it useful for many different image segmentation applications: it is simple and intuitive, can be parallelized, and always produces a complete division of the image. However, when applied to medical image analysis, it has important drawbacks (oversegmentation...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2004.824224

    authors: Grau V,Mewes AU,Alcañiz M,Kikinis R,Warfield SK

    更新日期:2004-04-01 00:00:00

  • Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis.

    abstract::Lung cancer is the leading cause of cancer deaths worldwide and early diagnosis of lung nodule is of great importance for therapeutic treatment and saving lives. Automated lung nodule analysis requires both accurate lung nodule benign-malignant classification and attribute score regression. However, this is quite chal...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2019.2934577

    authors: Liu L,Dou Q,Chen H,Qin J,Heng PA

    更新日期:2020-03-01 00:00:00

  • Nonrigid motion modeling of the liver from 3-D undersampled self-gated golden-radial phase encoded MRI.

    abstract::Magnetic resonance imaging (MRI) has been commonly used for guiding and planning image guided interventions since it provides excellent soft tissue visualization of anatomy and allows motion modeling to predict the position of target tissues during the procedure. However, MRI-based motion modeling remains challenging ...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2011.2181997

    authors: Buerger C,Clough RE,King AP,Schaeffter T,Prieto C

    更新日期:2012-03-01 00:00:00

  • 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...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2014.2313082

    authors: Hamaluik K,Moussa W,Ferguson-Pell M

    更新日期:2014-07-01 00:00:00

  • Deformable registration of glioma images using EM algorithm and diffusion reaction modeling.

    abstract::This paper investigates the problem of atlas registration of brain images with gliomas. Multiparametric imaging modalities (T1, T1-CE, T2, and FLAIR) are first utilized for segmentations of different tissues, and to compute the posterior probability map (PBM) of membership to each tissue class, using supervised learni...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/TMI.2010.2078833

    authors: Gooya A,Biros G,Davatzikos C

    更新日期:2011-02-01 00:00:00

  • Exact radon rebinning algorithm for the long object problem in helical cone-beam CT.

    abstract::This paper addresses the long object problem in helical cone-beam computed tomography. We present the PHI-method, a new algorithm for the exact reconstruction of a region-of-interest (ROI) of a long object from axially truncated data extending only slightly beyond the ROI. The PHI-method is an extension of the Radon-m...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.870247

    authors: Schaller S,Sauer F,Tam KC,Lauritsch G,Flohr T

    更新日期:2000-05-01 00:00:00

  • Measures of acutance and shape for classification of breast tumors.

    abstract::Most benign breast tumors possess well-defined, sharp boundaries that delineate them from surrounding tissues, as opposed to malignant tumors. Computer techniques proposed to date for tumor analysis have concentrated on shape factors of tumor regions and texture measures. While shape measures based on contours of tumo...

    journal_title:IEEE transactions on medical imaging

    pub_type: 杂志文章

    doi:10.1109/42.650876

    authors: Rangayyan RM,El-Faramawy NM,Desautels JE,Alim OA

    更新日期:1997-12-01 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