Literature DB >> 29893291

A projection image database to investigate factors affecting image quality in weight-based dosing: application to pediatric renal SPECT.

Ye Li1, Shannon O'Reilly, Donika Plyku, S Ted Treves, Yong Du, Frederic Fahey, Xinhua Cao, Abhinav K Jha, George Sgouros, Wesley E Bolch, Eric C Frey.   

Abstract

Balancing the tradeoff between radiation dose, acquisition duration and diagnostic image quality is essential for medical imaging modalities involving ionizing radiation. Lower administered activities to the patient can reduce absorbed dose, but can result in reduced diagnostic image quality or require longer acquisition durations. In pediatric nuclear medicine, it is desirable to use the lowest amount of administered radiopharmaceutical activity and the shortest acquisition duration that gives sufficient image quality for clinical diagnosis. However, diagnostic image quality is a complex function of patient factors including body morphometry. In this study, we present a digital population of 90 computational anatomic phantoms that model realistic variations in body morphometry and internal anatomy. These phantoms were used to generate a large database of projection images modeling pediatric SPECT imaging using a 99mTc-DMSA tracer. We used an analytic projection code that models attenuation, spatially varying collimator-detector response, and object-dependent scatter to generate the projections. The projections for each organ were generated separately and can be subsequently scaled by parameters extracted from a pharmacokinetics model to simulate realistic tracer biodistribution, including variations in uptake, inside each relevant organ or tissue structure for a given tracer. Noise-free projection images can be obtained by summing these individual organ projections and scaling by the system sensitivity and acquisition duration. We applied this database in the context of 99mTc-DMSA renal SPECT, the most common nuclear medicine imaging procedure in pediatric patients. Organ uptake fractions based on literature values and patient studies were used. Patient SPECT images were used to verify that the sum of counts in the simulated projection images was clinically realistic. For each phantom, 384 uptake realizations, modeling random variations in the uptakes of organs of interest, were generated, producing 34 560 noise-free projection datasets (384 uptake realizations times 90 phantoms). Noisy images modeling various count levels (corresponding to different products of acquisition duration and administered activity) were generated by appropriately scaling these images and simulating Poisson noise. Acquisition duration was fixed; six count levels were simulated corresponding to projection images acquired using 25%, 50%, 75%, 100%, 125%, and 150% of the original weight-based administrated activity as computed using the North American Guidelines (Gelfand et al 2011 J. Nucl. Med. 52 318-22). Combined, a total number of 207 360 noisy projection images were generated, creating a realistic projection database for use in renal pediatric SPECT imaging research. The phantoms and projection datasets were used to calculate three surrogate indices for factors affecting image quality: renal count density, average radius of rotation, and scatter-to-primary ratio. Differences in these indices were seen across the phantoms for dosing based on current guidelines, and especially for the phantom modeling the newborn. We also performed an image quality study using an anthropomorphic model observer that demonstrates that the weight-based dose scaling does not equalize image quality as measured by the area under the receiver-operating characteristics curve. These studies suggest that a dosing procedure beyond weight-based scaling of administered activities is required to equalize image quality in pediatric renal SPECT.

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Year:  2018        PMID: 29893291      PMCID: PMC6105284          DOI: 10.1088/1361-6560/aacbf0

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  13 in total

1.  An approach for balancing diagnostic image quality with cancer risk: application to pediatric diagnostic imaging of 99mTc-dimercaptosuccinic acid.

Authors:  George Sgouros; Eric C Frey; Wesley E Bolch; Michael B Wayson; Andres F Abadia; S Ted Treves
Journal:  J Nucl Med       Date:  2011-12       Impact factor: 10.057

2.  Factors affecting the normality of channel outputs of channelized model observers: an investigation using realistic myocardial perfusion SPECT images.

Authors:  Fatma E A Elshahaby; Michael Ghaly; Abhinav K Jha; Eric C Frey
Journal:  J Med Imaging (Bellingham)       Date:  2016-01-28

3.  Optimised tracer-dependent dosage cards to obtain weight-independent effective doses.

Authors:  F Jacobs; H Thierens; A Piepsz; K Bacher; C Van de Wiele; H Ham; R A Dierckx
Journal:  Eur J Nucl Med Mol Imaging       Date:  2004-12-24       Impact factor: 9.236

4.  The new EANM paediatric dosage card.

Authors:  M Lassmann; L Biassoni; M Monsieurs; C Franzius; F Jacobs
Journal:  Eur J Nucl Med Mol Imaging       Date:  2007-04-04       Impact factor: 9.236

5.  Pediatric radiopharmaceutical administered doses: 2010 North American consensus guidelines.

Authors:  Michael J Gelfand; Marguerite T Parisi; S Ted Treves
Journal:  J Nucl Med       Date:  2011-01-13       Impact factor: 10.057

6.  A comparison of resampling schemes for estimating model observer performance with small ensembles.

Authors:  Fatma E A Elshahaby; Abhinav K Jha; Michael Ghaly; Eric C Frey
Journal:  Phys Med Biol       Date:  2017-08-22       Impact factor: 3.609

7.  Biokinetic behavior of technetium-99m-DMSA in children.

Authors:  K Evans; M F Lythgoe; P J Anderson; T Smith; I Gordon
Journal:  J Nucl Med       Date:  1996-08       Impact factor: 10.057

8.  An investigation of the trade-off between the count level and image quality in myocardial perfusion SPECT using simulated images: the effects of statistical noise and object variability on defect detectability.

Authors:  Xin He; Jonathan M Links; Eric C Frey
Journal:  Phys Med Biol       Date:  2010-08-06       Impact factor: 3.609

9.  Use of Sub-Ensembles and Multi-Template Observers to Evaluate Detection Task Performance for Data That are Not Multivariate Normal.

Authors:  Xin Li; Abhinav K Jha; Michael Ghaly; Fatma E A Elshahaby; Jonathan M Links; Eric C Frey
Journal:  IEEE Trans Med Imaging       Date:  2016-12-22       Impact factor: 10.048

10.  Basic anatomical and physiological data for use in radiological protection: reference values. A report of age- and gender-related differences in the anatomical and physiological characteristics of reference individuals. ICRP Publication 89.

Authors: 
Journal:  Ann ICRP       Date:  2002
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  3 in total

1.  Current pediatric administered activity guidelines for 99m Tc-DMSA SPECT based on patient weight do not provide the same task-based image quality.

Authors:  Ye Li; Shannon O'Reilly; Donika Plyku; S Ted Treves; Frederic Fahey; Yong Du; Xinhua Cao; Briana Sexton-Stallone; Justin Brown; George Sgouros; Wesley E Bolch; Eric C Frey
Journal:  Med Phys       Date:  2019-09-20       Impact factor: 4.071

2.  A physics and learning-based transmission-less attenuation compensation method for SPECT.

Authors:  Zitong Yu; Md Ashequr Rahman; Thomas Schindler; Richard Laforest; Abhinav K Jha
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2021-02-15

3.  DeepAMO: a multi-slice, multi-view anthropomorphic model observer for visual detection tasks performed on volume images.

Authors:  Ye Li; Junyu Chen; Justin L Brown; S Ted Treves; Xinhua Cao; Frederic H Fahey; George Sgouros; Wesley E Bolch; Eric C Frey
Journal:  J Med Imaging (Bellingham)       Date:  2021-01-28
  3 in total

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