Removal of bone in CT angiography of the cervical arteries by piecewise matched mask bone elimination
In maximum intensity projection (MIP) images of CT angiography (CTA) scans, the arteries are often obscured by bone. A bone removal method is presented that uses an additional, nonenhanced scan to create a mask of the bone by thresholding and dilation. After registration of the CTA scan and the addi...
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Veröffentlicht in: | Medical physics (Lancaster) 2004-10, Vol.31 (10), p.2924-2933 |
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description | In maximum intensity projection (MIP) images of CT angiography (CTA) scans, the arteries are often obscured by bone. A bone removal method is presented that uses an additional, nonenhanced scan to create a mask of the bone by thresholding and dilation. After registration of the CTA scan and the additional scan, the bone in the CTA scan is masked. As the cervical area contains bones that can move with respect to each other, these bones are separated first using a watershed algorithm, and then registered individually. A phantom study was performed to evaluate and quantify the tradeoff between the removal of the bone and the preservation of the arteries contiguous to the bone. The influence of algorithm parameters and scan parameters was studied. The method was clinically evaluated with data sets of 35 patients. Best results were obtained with a threshold of
150
HU
and a dilation of 8 in-plane voxels and two out-of-plane voxels. The mean width of the soft tissue layer, which is also masked, was approximately
1
mm
. The mAs value of the nonenhanced scan could be reduced from
250
mAs
to
65
mAs
without a loss of quality. In 32 cases the bones were registered correctly and removed completely. In three cases the bone separation was not completely successful, and consequently the bone was not completely removed. The piecewise matched mask bone elimination method proved to be able to obtain MIP images of the cervical arteries free from overprojecting bone in a fully automatic way and with only a slight increase of radiation dose. |
doi_str_mv | 10.1118/1.1797511 |
format | Article |
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150
HU
and a dilation of 8 in-plane voxels and two out-of-plane voxels. The mean width of the soft tissue layer, which is also masked, was approximately
1
mm
. The mAs value of the nonenhanced scan could be reduced from
250
mAs
to
65
mAs
without a loss of quality. In 32 cases the bones were registered correctly and removed completely. In three cases the bone separation was not completely successful, and consequently the bone was not completely removed. The piecewise matched mask bone elimination method proved to be able to obtain MIP images of the cervical arteries free from overprojecting bone in a fully automatic way and with only a slight increase of radiation dose.</description><identifier>ISSN: 0094-2405</identifier><identifier>EISSN: 2473-4209</identifier><identifier>DOI: 10.1118/1.1797511</identifier><identifier>PMID: 15543801</identifier><identifier>CODEN: MPHYA6</identifier><language>eng</language><publisher>United States: American Association of Physicists in Medicine</publisher><subject>ALGORITHMS ; Ancillary equipment ; Aneurysm, Dissecting - diagnostic imaging ; Angiography, Digital Subtraction - methods ; ARTERIES ; Artificial Intelligence ; BIOMEDICAL RADIOGRAPHY ; blood vessels ; bone ; Carotid Artery Diseases - diagnostic imaging ; Catchment areas ; Cerebral Angiography - methods ; Cervical Vertebrae - diagnostic imaging ; Cluster Analysis ; Computed radiography ; Computed tomography ; computerised tomography ; DOSIMETRY ; Humans ; Image analysis ; image enhancement ; IMAGE PROCESSING ; image registration ; Information Storage and Retrieval - methods ; Medical image noise ; medical image processing ; Medical image quality ; Medical image segmentation ; Medical imaging ; Pattern Recognition, Automated - methods ; PHANTOMS ; Phantoms, Imaging ; RADIATION DOSES ; Radiographic Image Enhancement - methods ; Radiographic Image Interpretation, Computer-Assisted - methods ; RADIOLOGY AND NUCLEAR MEDICINE ; Reproducibility of Results ; Sensitivity and Specificity ; Signal Processing, Computer-Assisted ; SKELETON ; Skull - diagnostic imaging ; Tissues ; Vascular system ; Visualization</subject><ispartof>Medical physics (Lancaster), 2004-10, Vol.31 (10), p.2924-2933</ispartof><rights>American Association of Physicists in Medicine</rights><rights>2004 American Association of Physicists in Medicine</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4841-3210e72d6585a7d085b3fb207b040d9cd63c08b4daaeef99409ba14729c6b3dc3</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1118%2F1.1797511$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1118%2F1.1797511$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,780,784,885,1416,27922,27923,45572,45573</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/15543801$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://www.osti.gov/biblio/20634609$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>van Straten, Marcel</creatorcontrib><creatorcontrib>Venema, Henk W.</creatorcontrib><creatorcontrib>Streekstra, Geert J.</creatorcontrib><creatorcontrib>Majoie, Charles B. L. M.</creatorcontrib><creatorcontrib>den Heeten, Gerard J.</creatorcontrib><creatorcontrib>Grimbergen, Cornelis A.</creatorcontrib><title>Removal of bone in CT angiography of the cervical arteries by piecewise matched mask bone elimination</title><title>Medical physics (Lancaster)</title><addtitle>Med Phys</addtitle><description>In maximum intensity projection (MIP) images of CT angiography (CTA) scans, the arteries are often obscured by bone. A bone removal method is presented that uses an additional, nonenhanced scan to create a mask of the bone by thresholding and dilation. After registration of the CTA scan and the additional scan, the bone in the CTA scan is masked. As the cervical area contains bones that can move with respect to each other, these bones are separated first using a watershed algorithm, and then registered individually. A phantom study was performed to evaluate and quantify the tradeoff between the removal of the bone and the preservation of the arteries contiguous to the bone. The influence of algorithm parameters and scan parameters was studied. The method was clinically evaluated with data sets of 35 patients. Best results were obtained with a threshold of
150
HU
and a dilation of 8 in-plane voxels and two out-of-plane voxels. The mean width of the soft tissue layer, which is also masked, was approximately
1
mm
. The mAs value of the nonenhanced scan could be reduced from
250
mAs
to
65
mAs
without a loss of quality. In 32 cases the bones were registered correctly and removed completely. In three cases the bone separation was not completely successful, and consequently the bone was not completely removed. The piecewise matched mask bone elimination method proved to be able to obtain MIP images of the cervical arteries free from overprojecting bone in a fully automatic way and with only a slight increase of radiation dose.</description><subject>ALGORITHMS</subject><subject>Ancillary equipment</subject><subject>Aneurysm, Dissecting - diagnostic imaging</subject><subject>Angiography, Digital Subtraction - methods</subject><subject>ARTERIES</subject><subject>Artificial Intelligence</subject><subject>BIOMEDICAL RADIOGRAPHY</subject><subject>blood vessels</subject><subject>bone</subject><subject>Carotid Artery Diseases - diagnostic imaging</subject><subject>Catchment areas</subject><subject>Cerebral Angiography - methods</subject><subject>Cervical Vertebrae - diagnostic imaging</subject><subject>Cluster Analysis</subject><subject>Computed radiography</subject><subject>Computed tomography</subject><subject>computerised tomography</subject><subject>DOSIMETRY</subject><subject>Humans</subject><subject>Image analysis</subject><subject>image enhancement</subject><subject>IMAGE PROCESSING</subject><subject>image registration</subject><subject>Information Storage and Retrieval - methods</subject><subject>Medical image noise</subject><subject>medical image processing</subject><subject>Medical image quality</subject><subject>Medical image segmentation</subject><subject>Medical imaging</subject><subject>Pattern Recognition, Automated - methods</subject><subject>PHANTOMS</subject><subject>Phantoms, Imaging</subject><subject>RADIATION DOSES</subject><subject>Radiographic Image Enhancement - methods</subject><subject>Radiographic Image Interpretation, Computer-Assisted - methods</subject><subject>RADIOLOGY AND NUCLEAR MEDICINE</subject><subject>Reproducibility of Results</subject><subject>Sensitivity and Specificity</subject><subject>Signal Processing, Computer-Assisted</subject><subject>SKELETON</subject><subject>Skull - diagnostic imaging</subject><subject>Tissues</subject><subject>Vascular system</subject><subject>Visualization</subject><issn>0094-2405</issn><issn>2473-4209</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2004</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp90U1r3DAQBmBRUpLNx6F_oAgCPQScjizZso5lSZNASktJzkIf46xa23It74b99_XW27QQyOk9zKORNEPIOwaXjLHqI7tkUsmCsTdkkQvJM5GDOiALACWyXEBxRI5T-gEAJS_gkByxohC8ArYg-B3buDENjTW1sUMaOrq8p6Z7DPFxMP1qu6uMK6QOh01wkzTDiEPARO2W9gEdPoWEtDWjW6GfMv2cO2ET2tCZMcTulLytTZPwbJ8n5OHz1f3yJrv7en27_HSXOVEJlvGcAcrcl0VVGOmhKiyvbQ7SggCvnC-5g8oKbwxirZQAZQ0TMleutNw7fkLO574xjUEnF0Z0Kxe7Dt2o8-n3ogQ1qQ-z6of4a41p1G1IDpvGdBjXSZcSZKmqcoLv93BtW_S6H0Jrhq3-O74JZDN4Cg1u_9VB7_aimd7vRX_5tovJX8x-97Q_k3k-s4nDf7739Wv4xQX8NxWmmc0</recordid><startdate>200410</startdate><enddate>200410</enddate><creator>van Straten, Marcel</creator><creator>Venema, Henk W.</creator><creator>Streekstra, Geert J.</creator><creator>Majoie, Charles B. L. M.</creator><creator>den Heeten, Gerard J.</creator><creator>Grimbergen, Cornelis A.</creator><general>American Association of Physicists in Medicine</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7X8</scope><scope>OTOTI</scope></search><sort><creationdate>200410</creationdate><title>Removal of bone in CT angiography of the cervical arteries by piecewise matched mask bone elimination</title><author>van Straten, Marcel ; Venema, Henk W. ; Streekstra, Geert J. ; Majoie, Charles B. L. M. ; den Heeten, Gerard J. ; Grimbergen, Cornelis A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4841-3210e72d6585a7d085b3fb207b040d9cd63c08b4daaeef99409ba14729c6b3dc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2004</creationdate><topic>ALGORITHMS</topic><topic>Ancillary equipment</topic><topic>Aneurysm, Dissecting - diagnostic imaging</topic><topic>Angiography, Digital Subtraction - methods</topic><topic>ARTERIES</topic><topic>Artificial Intelligence</topic><topic>BIOMEDICAL RADIOGRAPHY</topic><topic>blood vessels</topic><topic>bone</topic><topic>Carotid Artery Diseases - diagnostic imaging</topic><topic>Catchment areas</topic><topic>Cerebral Angiography - methods</topic><topic>Cervical Vertebrae - diagnostic imaging</topic><topic>Cluster Analysis</topic><topic>Computed radiography</topic><topic>Computed tomography</topic><topic>computerised tomography</topic><topic>DOSIMETRY</topic><topic>Humans</topic><topic>Image analysis</topic><topic>image enhancement</topic><topic>IMAGE PROCESSING</topic><topic>image registration</topic><topic>Information Storage and Retrieval - methods</topic><topic>Medical image noise</topic><topic>medical image processing</topic><topic>Medical image quality</topic><topic>Medical image segmentation</topic><topic>Medical imaging</topic><topic>Pattern Recognition, Automated - methods</topic><topic>PHANTOMS</topic><topic>Phantoms, Imaging</topic><topic>RADIATION DOSES</topic><topic>Radiographic Image Enhancement - methods</topic><topic>Radiographic Image Interpretation, Computer-Assisted - methods</topic><topic>RADIOLOGY AND NUCLEAR MEDICINE</topic><topic>Reproducibility of Results</topic><topic>Sensitivity and Specificity</topic><topic>Signal Processing, Computer-Assisted</topic><topic>SKELETON</topic><topic>Skull - diagnostic imaging</topic><topic>Tissues</topic><topic>Vascular system</topic><topic>Visualization</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>van Straten, Marcel</creatorcontrib><creatorcontrib>Venema, Henk W.</creatorcontrib><creatorcontrib>Streekstra, Geert J.</creatorcontrib><creatorcontrib>Majoie, Charles B. L. M.</creatorcontrib><creatorcontrib>den Heeten, Gerard J.</creatorcontrib><creatorcontrib>Grimbergen, Cornelis A.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>MEDLINE - Academic</collection><collection>OSTI.GOV</collection><jtitle>Medical physics (Lancaster)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>van Straten, Marcel</au><au>Venema, Henk W.</au><au>Streekstra, Geert J.</au><au>Majoie, Charles B. L. M.</au><au>den Heeten, Gerard J.</au><au>Grimbergen, Cornelis A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Removal of bone in CT angiography of the cervical arteries by piecewise matched mask bone elimination</atitle><jtitle>Medical physics (Lancaster)</jtitle><addtitle>Med Phys</addtitle><date>2004-10</date><risdate>2004</risdate><volume>31</volume><issue>10</issue><spage>2924</spage><epage>2933</epage><pages>2924-2933</pages><issn>0094-2405</issn><eissn>2473-4209</eissn><coden>MPHYA6</coden><abstract>In maximum intensity projection (MIP) images of CT angiography (CTA) scans, the arteries are often obscured by bone. A bone removal method is presented that uses an additional, nonenhanced scan to create a mask of the bone by thresholding and dilation. After registration of the CTA scan and the additional scan, the bone in the CTA scan is masked. As the cervical area contains bones that can move with respect to each other, these bones are separated first using a watershed algorithm, and then registered individually. A phantom study was performed to evaluate and quantify the tradeoff between the removal of the bone and the preservation of the arteries contiguous to the bone. The influence of algorithm parameters and scan parameters was studied. The method was clinically evaluated with data sets of 35 patients. Best results were obtained with a threshold of
150
HU
and a dilation of 8 in-plane voxels and two out-of-plane voxels. The mean width of the soft tissue layer, which is also masked, was approximately
1
mm
. The mAs value of the nonenhanced scan could be reduced from
250
mAs
to
65
mAs
without a loss of quality. In 32 cases the bones were registered correctly and removed completely. In three cases the bone separation was not completely successful, and consequently the bone was not completely removed. The piecewise matched mask bone elimination method proved to be able to obtain MIP images of the cervical arteries free from overprojecting bone in a fully automatic way and with only a slight increase of radiation dose.</abstract><cop>United States</cop><pub>American Association of Physicists in Medicine</pub><pmid>15543801</pmid><doi>10.1118/1.1797511</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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subjects | ALGORITHMS Ancillary equipment Aneurysm, Dissecting - diagnostic imaging Angiography, Digital Subtraction - methods ARTERIES Artificial Intelligence BIOMEDICAL RADIOGRAPHY blood vessels bone Carotid Artery Diseases - diagnostic imaging Catchment areas Cerebral Angiography - methods Cervical Vertebrae - diagnostic imaging Cluster Analysis Computed radiography Computed tomography computerised tomography DOSIMETRY Humans Image analysis image enhancement IMAGE PROCESSING image registration Information Storage and Retrieval - methods Medical image noise medical image processing Medical image quality Medical image segmentation Medical imaging Pattern Recognition, Automated - methods PHANTOMS Phantoms, Imaging RADIATION DOSES Radiographic Image Enhancement - methods Radiographic Image Interpretation, Computer-Assisted - methods RADIOLOGY AND NUCLEAR MEDICINE Reproducibility of Results Sensitivity and Specificity Signal Processing, Computer-Assisted SKELETON Skull - diagnostic imaging Tissues Vascular system Visualization |
title | Removal of bone in CT angiography of the cervical arteries by piecewise matched mask bone elimination |
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