Dosimetric and workflow evaluation of first commercial synthetic CT software for clinical use in pelvis
To evaluate a commercial synthetic CT (syn-CT) software for use in prostate radiotherapy. Twenty-five prostate patients underwent CT and MR simulation scans in treatment position on a 3T MR scanner. A commercially available MR protocol was used that included a T2w turbo spin-echo sequence for soft-t...
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Veröffentlicht in: | Physics in medicine & biology 2017-04, Vol.62 (8), p.2961-2975 |
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description | To evaluate a commercial synthetic CT (syn-CT) software for use in prostate radiotherapy. Twenty-five prostate patients underwent CT and MR simulation scans in treatment position on a 3T MR scanner. A commercially available MR protocol was used that included a T2w turbo spin-echo sequence for soft-tissue contrast and a dual echo 3D mDIXON fast field echo (FFE) sequence for generating syn-CT. A dual-echo 3D FFE B0 map was used for patient-induced susceptibility distortion analysis and a new 3D balanced-FFE sequence was evaluated for identification of implanted gold fiducial markers and subsequent image-guidance during radiotherapy delivery. Tissues were classified as air, adipose, water, trabecular/spongy bone and compact/cortical bone and assigned bulk HU values. The accuracy of syn-CT for treatment planning was analyzed by transferring the structures and plan from planning CT to syn-CT and recalculating the dose. Accuracy of localization at the treatment machine was evaluated by comparing registration of kV radiographs to either digitally reconstructed radiographs (DRRs) generated from syn-CT or traditional DRRs generated from the planning CT. Similarly, accuracy of setup using CBCT and syn-CT was compared to that using the planning CT. Finally, a MR-only simulation workflow was established and end-to-end testing was completed on five patients undergoing MR-only simulation. Dosimetric comparison between the original CT and syn-CT plans was within 0.5% on average for all structures. The de-novo optimized plans on the syn-CT met institutional clinical objectives for target and normal structures. Patient-induced susceptibility distortion based on B0 maps was within 1 mm and 0.5 mm in the body and prostate respectively. DRR and CBCT localization based on MR-localized fiducials showed a standard deviation of |
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Twenty-five prostate patients underwent CT and MR simulation scans in treatment position on a 3T MR scanner. A commercially available MR protocol was used that included a T2w turbo spin-echo sequence for soft-tissue contrast and a dual echo 3D mDIXON fast field echo (FFE) sequence for generating syn-CT. A dual-echo 3D FFE B0 map was used for patient-induced susceptibility distortion analysis and a new 3D balanced-FFE sequence was evaluated for identification of implanted gold fiducial markers and subsequent image-guidance during radiotherapy delivery. Tissues were classified as air, adipose, water, trabecular/spongy bone and compact/cortical bone and assigned bulk HU values. The accuracy of syn-CT for treatment planning was analyzed by transferring the structures and plan from planning CT to syn-CT and recalculating the dose. Accuracy of localization at the treatment machine was evaluated by comparing registration of kV radiographs to either digitally reconstructed radiographs (DRRs) generated from syn-CT or traditional DRRs generated from the planning CT. Similarly, accuracy of setup using CBCT and syn-CT was compared to that using the planning CT. Finally, a MR-only simulation workflow was established and end-to-end testing was completed on five patients undergoing MR-only simulation. Dosimetric comparison between the original CT and syn-CT plans was within 0.5% on average for all structures. The de-novo optimized plans on the syn-CT met institutional clinical objectives for target and normal structures. Patient-induced susceptibility distortion based on B0 maps was within 1 mm and 0.5 mm in the body and prostate respectively. DRR and CBCT localization based on MR-localized fiducials showed a standard deviation of <1 mm. End-to-end testing and MR simulation workflow was successfully validated. MRI derived synthetic CT can be successfully used for a MR-only planning and treatment for prostate radiotherapy.</description><identifier>ISSN: 0031-9155</identifier><identifier>EISSN: 1361-6560</identifier><identifier>DOI: 10.1088/1361-6560/aa5452</identifier><identifier>PMID: 27983520</identifier><identifier>CODEN: PHMBA7</identifier><language>eng</language><publisher>England: IOP Publishing</publisher><subject>Bone and Bones - diagnostic imaging ; clinical workflow ; Fiducial Markers ; Humans ; Male ; MRCAT ; Pelvic Neoplasms - diagnostic imaging ; Pelvic Neoplasms - radiotherapy ; prostate cancer ; Prostatic Neoplasms - diagnostic imaging ; Prostatic Neoplasms - radiotherapy ; Radiotherapy Planning, Computer-Assisted - methods ; Radiotherapy, Image-Guided - methods ; Software ; synthetic CT ; Tomography, X-Ray Computed - methods ; Workflow</subject><ispartof>Physics in medicine & biology, 2017-04, Vol.62 (8), p.2961-2975</ispartof><rights>2017 Institute of Physics and Engineering in Medicine</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c529t-90181e55b8c347acc5b4e913f56f89140b88593ca699f909118257d7f7ba5b953</citedby><cites>FETCH-LOGICAL-c529t-90181e55b8c347acc5b4e913f56f89140b88593ca699f909118257d7f7ba5b953</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://iopscience.iop.org/article/10.1088/1361-6560/aa5452/pdf$$EPDF$$P50$$Giop$$H</linktopdf><link.rule.ids>230,314,776,780,881,27903,27904,53824,53871</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27983520$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tyagi, Neelam</creatorcontrib><creatorcontrib>Fontenla, Sandra</creatorcontrib><creatorcontrib>Zhang, Jing</creatorcontrib><creatorcontrib>Cloutier, Michelle</creatorcontrib><creatorcontrib>Kadbi, Mo</creatorcontrib><creatorcontrib>Mechalakos, Jim</creatorcontrib><creatorcontrib>Zelefsky, Michael</creatorcontrib><creatorcontrib>Deasy, Joe</creatorcontrib><creatorcontrib>Hunt, Margie</creatorcontrib><title>Dosimetric and workflow evaluation of first commercial synthetic CT software for clinical use in pelvis</title><title>Physics in medicine & biology</title><addtitle>PMB</addtitle><addtitle>Phys. Med. Biol</addtitle><description>To evaluate a commercial synthetic CT (syn-CT) software for use in prostate radiotherapy. Twenty-five prostate patients underwent CT and MR simulation scans in treatment position on a 3T MR scanner. A commercially available MR protocol was used that included a T2w turbo spin-echo sequence for soft-tissue contrast and a dual echo 3D mDIXON fast field echo (FFE) sequence for generating syn-CT. A dual-echo 3D FFE B0 map was used for patient-induced susceptibility distortion analysis and a new 3D balanced-FFE sequence was evaluated for identification of implanted gold fiducial markers and subsequent image-guidance during radiotherapy delivery. Tissues were classified as air, adipose, water, trabecular/spongy bone and compact/cortical bone and assigned bulk HU values. The accuracy of syn-CT for treatment planning was analyzed by transferring the structures and plan from planning CT to syn-CT and recalculating the dose. Accuracy of localization at the treatment machine was evaluated by comparing registration of kV radiographs to either digitally reconstructed radiographs (DRRs) generated from syn-CT or traditional DRRs generated from the planning CT. Similarly, accuracy of setup using CBCT and syn-CT was compared to that using the planning CT. Finally, a MR-only simulation workflow was established and end-to-end testing was completed on five patients undergoing MR-only simulation. Dosimetric comparison between the original CT and syn-CT plans was within 0.5% on average for all structures. The de-novo optimized plans on the syn-CT met institutional clinical objectives for target and normal structures. Patient-induced susceptibility distortion based on B0 maps was within 1 mm and 0.5 mm in the body and prostate respectively. DRR and CBCT localization based on MR-localized fiducials showed a standard deviation of <1 mm. End-to-end testing and MR simulation workflow was successfully validated. MRI derived synthetic CT can be successfully used for a MR-only planning and treatment for prostate radiotherapy.</description><subject>Bone and Bones - diagnostic imaging</subject><subject>clinical workflow</subject><subject>Fiducial Markers</subject><subject>Humans</subject><subject>Male</subject><subject>MRCAT</subject><subject>Pelvic Neoplasms - diagnostic imaging</subject><subject>Pelvic Neoplasms - radiotherapy</subject><subject>prostate cancer</subject><subject>Prostatic Neoplasms - diagnostic imaging</subject><subject>Prostatic Neoplasms - radiotherapy</subject><subject>Radiotherapy Planning, Computer-Assisted - methods</subject><subject>Radiotherapy, Image-Guided - methods</subject><subject>Software</subject><subject>synthetic CT</subject><subject>Tomography, X-Ray Computed - methods</subject><subject>Workflow</subject><issn>0031-9155</issn><issn>1361-6560</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc9vFCEYhomxsWv17slwMfHQaYGZj4GLSbPWH0kTL_VMGBZaKgMjMLvpf-9stm40MZ5I4HlfPngQekPJBSVCXNKW04YDJ5daQwfsGVodt56jFSEtbSQFOEUvS3kghFLBuhfolPVStMDICt19TMWPtmZvsI4bvEv5hwtph-1Wh1lXnyJODjufS8UmjaPNxuuAy2Os97YuqfUtLsnVnc4Wu5SxCT56syBzsdhHPNmw9eUVOnE6FPv6aT1D3z9d366_NDffPn9dX900BpisjSRUUAswCNN2vTYGhs5K2jrgTkjakUEIkK3RXEonidw_CPpN7_pBwyChPUMfDr3TPIx2Y2ysWQc1ZT_q_KiS9urvk-jv1V3aKoCO8p4vBe-fCnL6OdtS1eiLsSHoaNNcFBXAuOgZ7xeUHFCTUynZuuM1lKi9H7WXofYy1MHPEnn753jHwG8hC3B-AHya1EOac1x-63997_6BT-OgOFNCMbnw08a1vwAXxae0</recordid><startdate>20170421</startdate><enddate>20170421</enddate><creator>Tyagi, Neelam</creator><creator>Fontenla, Sandra</creator><creator>Zhang, Jing</creator><creator>Cloutier, Michelle</creator><creator>Kadbi, Mo</creator><creator>Mechalakos, Jim</creator><creator>Zelefsky, Michael</creator><creator>Deasy, Joe</creator><creator>Hunt, Margie</creator><general>IOP Publishing</general><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><scope>5PM</scope></search><sort><creationdate>20170421</creationdate><title>Dosimetric and workflow evaluation of first commercial synthetic CT software for clinical use in pelvis</title><author>Tyagi, Neelam ; Fontenla, Sandra ; Zhang, Jing ; Cloutier, Michelle ; Kadbi, Mo ; Mechalakos, Jim ; Zelefsky, Michael ; Deasy, Joe ; Hunt, Margie</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c529t-90181e55b8c347acc5b4e913f56f89140b88593ca699f909118257d7f7ba5b953</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Bone and Bones - diagnostic imaging</topic><topic>clinical workflow</topic><topic>Fiducial Markers</topic><topic>Humans</topic><topic>Male</topic><topic>MRCAT</topic><topic>Pelvic Neoplasms - diagnostic imaging</topic><topic>Pelvic Neoplasms - radiotherapy</topic><topic>prostate cancer</topic><topic>Prostatic Neoplasms - diagnostic imaging</topic><topic>Prostatic Neoplasms - radiotherapy</topic><topic>Radiotherapy Planning, Computer-Assisted - methods</topic><topic>Radiotherapy, Image-Guided - methods</topic><topic>Software</topic><topic>synthetic CT</topic><topic>Tomography, X-Ray Computed - methods</topic><topic>Workflow</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tyagi, Neelam</creatorcontrib><creatorcontrib>Fontenla, Sandra</creatorcontrib><creatorcontrib>Zhang, Jing</creatorcontrib><creatorcontrib>Cloutier, Michelle</creatorcontrib><creatorcontrib>Kadbi, Mo</creatorcontrib><creatorcontrib>Mechalakos, Jim</creatorcontrib><creatorcontrib>Zelefsky, Michael</creatorcontrib><creatorcontrib>Deasy, Joe</creatorcontrib><creatorcontrib>Hunt, Margie</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><collection>PubMed Central (Full Participant titles)</collection><jtitle>Physics in medicine & biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tyagi, Neelam</au><au>Fontenla, Sandra</au><au>Zhang, Jing</au><au>Cloutier, Michelle</au><au>Kadbi, Mo</au><au>Mechalakos, Jim</au><au>Zelefsky, Michael</au><au>Deasy, Joe</au><au>Hunt, Margie</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dosimetric and workflow evaluation of first commercial synthetic CT software for clinical use in pelvis</atitle><jtitle>Physics in medicine & biology</jtitle><stitle>PMB</stitle><addtitle>Phys. Med. Biol</addtitle><date>2017-04-21</date><risdate>2017</risdate><volume>62</volume><issue>8</issue><spage>2961</spage><epage>2975</epage><pages>2961-2975</pages><issn>0031-9155</issn><eissn>1361-6560</eissn><coden>PHMBA7</coden><abstract>To evaluate a commercial synthetic CT (syn-CT) software for use in prostate radiotherapy. Twenty-five prostate patients underwent CT and MR simulation scans in treatment position on a 3T MR scanner. A commercially available MR protocol was used that included a T2w turbo spin-echo sequence for soft-tissue contrast and a dual echo 3D mDIXON fast field echo (FFE) sequence for generating syn-CT. A dual-echo 3D FFE B0 map was used for patient-induced susceptibility distortion analysis and a new 3D balanced-FFE sequence was evaluated for identification of implanted gold fiducial markers and subsequent image-guidance during radiotherapy delivery. Tissues were classified as air, adipose, water, trabecular/spongy bone and compact/cortical bone and assigned bulk HU values. The accuracy of syn-CT for treatment planning was analyzed by transferring the structures and plan from planning CT to syn-CT and recalculating the dose. Accuracy of localization at the treatment machine was evaluated by comparing registration of kV radiographs to either digitally reconstructed radiographs (DRRs) generated from syn-CT or traditional DRRs generated from the planning CT. Similarly, accuracy of setup using CBCT and syn-CT was compared to that using the planning CT. Finally, a MR-only simulation workflow was established and end-to-end testing was completed on five patients undergoing MR-only simulation. Dosimetric comparison between the original CT and syn-CT plans was within 0.5% on average for all structures. The de-novo optimized plans on the syn-CT met institutional clinical objectives for target and normal structures. Patient-induced susceptibility distortion based on B0 maps was within 1 mm and 0.5 mm in the body and prostate respectively. DRR and CBCT localization based on MR-localized fiducials showed a standard deviation of <1 mm. End-to-end testing and MR simulation workflow was successfully validated. MRI derived synthetic CT can be successfully used for a MR-only planning and treatment for prostate radiotherapy.</abstract><cop>England</cop><pub>IOP Publishing</pub><pmid>27983520</pmid><doi>10.1088/1361-6560/aa5452</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Bone and Bones - diagnostic imaging clinical workflow Fiducial Markers Humans Male MRCAT Pelvic Neoplasms - diagnostic imaging Pelvic Neoplasms - radiotherapy prostate cancer Prostatic Neoplasms - diagnostic imaging Prostatic Neoplasms - radiotherapy Radiotherapy Planning, Computer-Assisted - methods Radiotherapy, Image-Guided - methods Software synthetic CT Tomography, X-Ray Computed - methods Workflow |
title | Dosimetric and workflow evaluation of first commercial synthetic CT software for clinical use in pelvis |
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