Pediatric CT dose reduction for suspected appendicitis: a practice quality improvement project using artificial Gaussian noise--part 1, computer simulations
The purpose of this study was to develop a departmental practice quality improvement project to systematically reduce CT doses for the evaluation of suspected pediatric appendicitis by introducing computer-generated gaussian noise. Two hundred MDCT abdominopelvic examinations of patients younger tha...
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Veröffentlicht in: | American journal of roentgenology (1976) 2015-01, Vol.204 (1), p.W86-W94 |
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creator | Callahan, Michael J Kleinman, Patricia L Strauss, Keith J Bandos, Andriy Taylor, George A Tsai, Andy Kleinman, Paul K |
description | The purpose of this study was to develop a departmental practice quality improvement project to systematically reduce CT doses for the evaluation of suspected pediatric appendicitis by introducing computer-generated gaussian noise.
Two hundred MDCT abdominopelvic examinations of patients younger than 20 years performed with girth-based scanning parameters for suspected appendicitis were reviewed. Two judges selected 45 examinations in which the diagnosis of appendicitis was excluded (14, appendix not visualized; 31, normal appendix visualized). Gaussian noise was introduced into axial image series, creating five additional series acquired at 25-76% of the original dose. Two readers reviewed 270 image series for appendix visualization (4-point Likert scale and arrow localization). Volume CT dose index (CTDIvol) and size-specific dose estimate (SSDE) were calculated by use of patient girth. Confidence ratings and localization accuracy were analyzed with mixed models and nonparametric bootstrap analysis at a 0.05 significance level.
The mean baseline SSDE for the 45 patients was 16 mGy (95% CI, 12-20 mGy), and the corresponding CTDIvol was 10 mGy (95% CI, 4-16 mGy). Changes in correct appendix localization frequencies were minor. There was no substantial trend with decreasing simulated dose level (p = 0.46). Confidence ratings decreased with increasing dose reduction (p = 0.007). The average decreases were -0.27 for the 25% simulated dose (p = 0.01), -0.17 for 33% (p = 0.03), and -0.03 for 43% (p = 0.65).
Pediatric abdominal MDCT can be performed with 43% of the original dose (SSDE, 7 mGy; CTDIvol, 4.3 mGy) without substantially affecting visualization of a normal appendix. |
doi_str_mv | 10.2214/AJR.14.12964 |
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Two hundred MDCT abdominopelvic examinations of patients younger than 20 years performed with girth-based scanning parameters for suspected appendicitis were reviewed. Two judges selected 45 examinations in which the diagnosis of appendicitis was excluded (14, appendix not visualized; 31, normal appendix visualized). Gaussian noise was introduced into axial image series, creating five additional series acquired at 25-76% of the original dose. Two readers reviewed 270 image series for appendix visualization (4-point Likert scale and arrow localization). Volume CT dose index (CTDIvol) and size-specific dose estimate (SSDE) were calculated by use of patient girth. Confidence ratings and localization accuracy were analyzed with mixed models and nonparametric bootstrap analysis at a 0.05 significance level.
The mean baseline SSDE for the 45 patients was 16 mGy (95% CI, 12-20 mGy), and the corresponding CTDIvol was 10 mGy (95% CI, 4-16 mGy). Changes in correct appendix localization frequencies were minor. There was no substantial trend with decreasing simulated dose level (p = 0.46). Confidence ratings decreased with increasing dose reduction (p = 0.007). The average decreases were -0.27 for the 25% simulated dose (p = 0.01), -0.17 for 33% (p = 0.03), and -0.03 for 43% (p = 0.65).
Pediatric abdominal MDCT can be performed with 43% of the original dose (SSDE, 7 mGy; CTDIvol, 4.3 mGy) without substantially affecting visualization of a normal appendix.</description><identifier>ISSN: 0361-803X</identifier><identifier>EISSN: 1546-3141</identifier><identifier>DOI: 10.2214/AJR.14.12964</identifier><identifier>PMID: 25539280</identifier><language>eng</language><publisher>United States</publisher><subject>Absorption, Radiation ; Adolescent ; Appendicitis - diagnostic imaging ; Child ; Child, Preschool ; Computer Simulation ; Female ; Humans ; Infant ; Infant, Newborn ; Male ; Models, Biological ; Models, Statistical ; Normal Distribution ; Quality Improvement ; Radiation Dosage ; Radiation Protection - methods ; Radiographic Image Enhancement - methods ; Radiographic Image Interpretation, Computer-Assisted - methods ; Reproducibility of Results ; Sensitivity and Specificity ; Signal-To-Noise Ratio ; Tomography, X-Ray Computed - methods ; Young Adult</subject><ispartof>American journal of roentgenology (1976), 2015-01, Vol.204 (1), p.W86-W94</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c206t-45d11240983b3ec2ca795fc1b1e655537bfe7255c45fe5e21f16bf93ff7d52a23</citedby><cites>FETCH-LOGICAL-c206t-45d11240983b3ec2ca795fc1b1e655537bfe7255c45fe5e21f16bf93ff7d52a23</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,4118,27923,27924</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25539280$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Callahan, Michael J</creatorcontrib><creatorcontrib>Kleinman, Patricia L</creatorcontrib><creatorcontrib>Strauss, Keith J</creatorcontrib><creatorcontrib>Bandos, Andriy</creatorcontrib><creatorcontrib>Taylor, George A</creatorcontrib><creatorcontrib>Tsai, Andy</creatorcontrib><creatorcontrib>Kleinman, Paul K</creatorcontrib><title>Pediatric CT dose reduction for suspected appendicitis: a practice quality improvement project using artificial Gaussian noise--part 1, computer simulations</title><title>American journal of roentgenology (1976)</title><addtitle>AJR Am J Roentgenol</addtitle><description>The purpose of this study was to develop a departmental practice quality improvement project to systematically reduce CT doses for the evaluation of suspected pediatric appendicitis by introducing computer-generated gaussian noise.
Two hundred MDCT abdominopelvic examinations of patients younger than 20 years performed with girth-based scanning parameters for suspected appendicitis were reviewed. Two judges selected 45 examinations in which the diagnosis of appendicitis was excluded (14, appendix not visualized; 31, normal appendix visualized). Gaussian noise was introduced into axial image series, creating five additional series acquired at 25-76% of the original dose. Two readers reviewed 270 image series for appendix visualization (4-point Likert scale and arrow localization). Volume CT dose index (CTDIvol) and size-specific dose estimate (SSDE) were calculated by use of patient girth. Confidence ratings and localization accuracy were analyzed with mixed models and nonparametric bootstrap analysis at a 0.05 significance level.
The mean baseline SSDE for the 45 patients was 16 mGy (95% CI, 12-20 mGy), and the corresponding CTDIvol was 10 mGy (95% CI, 4-16 mGy). Changes in correct appendix localization frequencies were minor. There was no substantial trend with decreasing simulated dose level (p = 0.46). Confidence ratings decreased with increasing dose reduction (p = 0.007). The average decreases were -0.27 for the 25% simulated dose (p = 0.01), -0.17 for 33% (p = 0.03), and -0.03 for 43% (p = 0.65).
Pediatric abdominal MDCT can be performed with 43% of the original dose (SSDE, 7 mGy; CTDIvol, 4.3 mGy) without substantially affecting visualization of a normal appendix.</description><subject>Absorption, Radiation</subject><subject>Adolescent</subject><subject>Appendicitis - diagnostic imaging</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Computer Simulation</subject><subject>Female</subject><subject>Humans</subject><subject>Infant</subject><subject>Infant, Newborn</subject><subject>Male</subject><subject>Models, Biological</subject><subject>Models, Statistical</subject><subject>Normal Distribution</subject><subject>Quality Improvement</subject><subject>Radiation Dosage</subject><subject>Radiation Protection - methods</subject><subject>Radiographic Image Enhancement - methods</subject><subject>Radiographic Image Interpretation, Computer-Assisted - methods</subject><subject>Reproducibility of Results</subject><subject>Sensitivity and Specificity</subject><subject>Signal-To-Noise Ratio</subject><subject>Tomography, X-Ray Computed - methods</subject><subject>Young Adult</subject><issn>0361-803X</issn><issn>1546-3141</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNo9kUtP3TAQhS0EglvormvkJQty62ce7NBVS1shgRCVuoscZ1wZJXHw2Ej8F35sTaFdzeJ8M2eODiGfONsKwdXnyx93W662XHS12iMbrlVdSa74PtkwWfOqZfLXEfmA-MAYa9quOSRHQmvZiZZtyMstjN6k6C3d3dMxINAIY7bJh4W6EClmXMEmGKlZV1hGb33yeEENXaMpmAX6mM3k0zP18xrDE8ywpCKGh7JGM_rlNzUxeVc2zUSvTEb0ZqFL8AhVtRaN8nNqw7zmBMXQz3kyr_54Qg6cmRA-vs9j8vPrl_vdt-r65ur77vK6soLVqVJ65Fwo1rVykGCFNU2nneUDh1qXpM3goCmRrdIONAjueD24TjrXjFoYIY_J2dvd8vVjBkz97NHCNJkFQsae14rVbVscCnr-htoYECO4fo1-NvG556x_7aMvffRl_O2j4Kfvl_Mww_gf_leA_APGJolK</recordid><startdate>201501</startdate><enddate>201501</enddate><creator>Callahan, Michael J</creator><creator>Kleinman, Patricia L</creator><creator>Strauss, Keith J</creator><creator>Bandos, Andriy</creator><creator>Taylor, George A</creator><creator>Tsai, Andy</creator><creator>Kleinman, Paul K</creator><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>201501</creationdate><title>Pediatric CT dose reduction for suspected appendicitis: a practice quality improvement project using artificial Gaussian noise--part 1, computer simulations</title><author>Callahan, Michael J ; Kleinman, Patricia L ; Strauss, Keith J ; Bandos, Andriy ; Taylor, George A ; Tsai, Andy ; Kleinman, Paul K</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c206t-45d11240983b3ec2ca795fc1b1e655537bfe7255c45fe5e21f16bf93ff7d52a23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Absorption, Radiation</topic><topic>Adolescent</topic><topic>Appendicitis - diagnostic imaging</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Computer Simulation</topic><topic>Female</topic><topic>Humans</topic><topic>Infant</topic><topic>Infant, Newborn</topic><topic>Male</topic><topic>Models, Biological</topic><topic>Models, Statistical</topic><topic>Normal Distribution</topic><topic>Quality Improvement</topic><topic>Radiation Dosage</topic><topic>Radiation Protection - methods</topic><topic>Radiographic Image Enhancement - methods</topic><topic>Radiographic Image Interpretation, Computer-Assisted - methods</topic><topic>Reproducibility of Results</topic><topic>Sensitivity and Specificity</topic><topic>Signal-To-Noise Ratio</topic><topic>Tomography, X-Ray Computed - methods</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Callahan, Michael J</creatorcontrib><creatorcontrib>Kleinman, Patricia L</creatorcontrib><creatorcontrib>Strauss, Keith J</creatorcontrib><creatorcontrib>Bandos, Andriy</creatorcontrib><creatorcontrib>Taylor, George A</creatorcontrib><creatorcontrib>Tsai, Andy</creatorcontrib><creatorcontrib>Kleinman, Paul K</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>American journal of roentgenology (1976)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Callahan, Michael J</au><au>Kleinman, Patricia L</au><au>Strauss, Keith J</au><au>Bandos, Andriy</au><au>Taylor, George A</au><au>Tsai, Andy</au><au>Kleinman, Paul K</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pediatric CT dose reduction for suspected appendicitis: a practice quality improvement project using artificial Gaussian noise--part 1, computer simulations</atitle><jtitle>American journal of roentgenology (1976)</jtitle><addtitle>AJR Am J Roentgenol</addtitle><date>2015-01</date><risdate>2015</risdate><volume>204</volume><issue>1</issue><spage>W86</spage><epage>W94</epage><pages>W86-W94</pages><issn>0361-803X</issn><eissn>1546-3141</eissn><abstract>The purpose of this study was to develop a departmental practice quality improvement project to systematically reduce CT doses for the evaluation of suspected pediatric appendicitis by introducing computer-generated gaussian noise.
Two hundred MDCT abdominopelvic examinations of patients younger than 20 years performed with girth-based scanning parameters for suspected appendicitis were reviewed. Two judges selected 45 examinations in which the diagnosis of appendicitis was excluded (14, appendix not visualized; 31, normal appendix visualized). Gaussian noise was introduced into axial image series, creating five additional series acquired at 25-76% of the original dose. Two readers reviewed 270 image series for appendix visualization (4-point Likert scale and arrow localization). Volume CT dose index (CTDIvol) and size-specific dose estimate (SSDE) were calculated by use of patient girth. Confidence ratings and localization accuracy were analyzed with mixed models and nonparametric bootstrap analysis at a 0.05 significance level.
The mean baseline SSDE for the 45 patients was 16 mGy (95% CI, 12-20 mGy), and the corresponding CTDIvol was 10 mGy (95% CI, 4-16 mGy). Changes in correct appendix localization frequencies were minor. There was no substantial trend with decreasing simulated dose level (p = 0.46). Confidence ratings decreased with increasing dose reduction (p = 0.007). The average decreases were -0.27 for the 25% simulated dose (p = 0.01), -0.17 for 33% (p = 0.03), and -0.03 for 43% (p = 0.65).
Pediatric abdominal MDCT can be performed with 43% of the original dose (SSDE, 7 mGy; CTDIvol, 4.3 mGy) without substantially affecting visualization of a normal appendix.</abstract><cop>United States</cop><pmid>25539280</pmid><doi>10.2214/AJR.14.12964</doi></addata></record> |
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subjects | Absorption, Radiation Adolescent Appendicitis - diagnostic imaging Child Child, Preschool Computer Simulation Female Humans Infant Infant, Newborn Male Models, Biological Models, Statistical Normal Distribution Quality Improvement Radiation Dosage Radiation Protection - methods Radiographic Image Enhancement - methods Radiographic Image Interpretation, Computer-Assisted - methods Reproducibility of Results Sensitivity and Specificity Signal-To-Noise Ratio Tomography, X-Ray Computed - methods Young Adult |
title | Pediatric CT dose reduction for suspected appendicitis: a practice quality improvement project using artificial Gaussian noise--part 1, computer simulations |
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