A method for generating large datasets of organ geometries for radiotherapy treatment planning studies
Identifieur interne : 003479 ( Ncbi/Checkpoint ); précédent : 003478; suivant : 003480A method for generating large datasets of organ geometries for radiotherapy treatment planning studies
Auteurs : Nan Hu [République populaire de Chine, États-Unis] ; Laura Cervi O [États-Unis] ; Paul Segars [États-Unis] ; John Lewis [États-Unis] ; Jinlu Shan [États-Unis] ; Steve Jiang [États-Unis] ; Xiaolin Zheng [République populaire de Chine] ; Ge Wang [République populaire de Chine]Source :
- Radiology and Oncology [ 1318-2099 ] ; 2014.
Abstract
With the rapidly increasing application of adaptive radiotherapy, large datasets of organ geometries based on the patient’s anatomy are desired to support clinical application or research work, such as image segmentation, re-planning, and organ deformation analysis. Sometimes only limited datasets are available in clinical practice. In this study, we propose a new method to generate large datasets of organ geometries to be utilized in adaptive radiotherapy.
Given a training dataset of organ shapes derived from daily cone-beam CT, we align them into a common coordinate frame and select one of the training surfaces as reference surface. A statistical shape model of organs was constructed, based on the establishment of point correspondence between surfaces and non-uniform rational B-spline (NURBS) representation. A principal component analysis is performed on the sampled surface points to capture the major variation modes of each organ.
A set of principal components and their respective coefficients, which represent organ surface deformation, were obtained, and a statistical analysis of the coefficients was performed. New sets of statistically equivalent coefficients can be constructed and assigned to the principal components, resulting in a larger geometry dataset for the patient’s organs.
These generated organ geometries are realistic and statistically representative.
Url:
DOI: 10.2478/raon-2014-0003
PubMed: 25435856
PubMed Central: 4230563
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Pmc, to step Corpus: 002457
- to stream Pmc, to step Curation: 002457
- to stream Pmc, to step Checkpoint: 000E54
- to stream Ncbi, to step Merge: 003479
- to stream Ncbi, to step Curation: 003479
Links to Exploration step
PMC:4230563Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">A method for generating large datasets of organ geometries for radiotherapy treatment planning studies</title>
<author><name sortKey="Hu, Nan" sort="Hu, Nan" uniqKey="Hu N" first="Nan" last="Hu">Nan Hu</name>
<affiliation wicri:level="1"><nlm:aff id="af1-rado-48-04-408"> Department of Radiation Oncology, Cancer Center,Research Institute of Surgery, Daping Hospital, Third Military Medical University, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea> Department of Radiation Oncology, Cancer Center,Research Institute of Surgery, Daping Hospital, Third Military Medical University</wicri:regionArea>
<wicri:noRegion>Third Military Medical University</wicri:noRegion>
</affiliation>
<affiliation wicri:level="3"><nlm:aff id="af2-rado-48-04-408"> Department of Radiation Oncology, University of California, San Diego, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiation Oncology, University of California, San Diego</wicri:regionArea>
<placeName><settlement type="city">San Diego</settlement>
<region type="state">Californie</region>
</placeName>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="af3-rado-48-04-408"> College of Bioengineering, Chongqing University, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea> College of Bioengineering, Chongqing University</wicri:regionArea>
<wicri:noRegion>Chongqing University</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Cervi O, Laura" sort="Cervi O, Laura" uniqKey="Cervi O L" first="Laura" last="Cervi O">Laura Cervi O</name>
<affiliation wicri:level="3"><nlm:aff id="af2-rado-48-04-408"> Department of Radiation Oncology, University of California, San Diego, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiation Oncology, University of California, San Diego</wicri:regionArea>
<placeName><settlement type="city">San Diego</settlement>
<region type="state">Californie</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Segars, Paul" sort="Segars, Paul" uniqKey="Segars P" first="Paul" last="Segars">Paul Segars</name>
<affiliation wicri:level="1"><nlm:aff id="af4-rado-48-04-408"> Department of Radiology, Duke University, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiology, Duke University</wicri:regionArea>
<wicri:noRegion>Duke University</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Lewis, John" sort="Lewis, John" uniqKey="Lewis J" first="John" last="Lewis">John Lewis</name>
<affiliation wicri:level="3"><nlm:aff id="af2-rado-48-04-408"> Department of Radiation Oncology, University of California, San Diego, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiation Oncology, University of California, San Diego</wicri:regionArea>
<placeName><settlement type="city">San Diego</settlement>
<region type="state">Californie</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Shan, Jinlu" sort="Shan, Jinlu" uniqKey="Shan J" first="Jinlu" last="Shan">Jinlu Shan</name>
<affiliation wicri:level="1"><nlm:aff id="af4-rado-48-04-408"> Department of Radiology, Duke University, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiology, Duke University</wicri:regionArea>
<wicri:noRegion>Duke University</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Jiang, Steve" sort="Jiang, Steve" uniqKey="Jiang S" first="Steve" last="Jiang">Steve Jiang</name>
<affiliation wicri:level="3"><nlm:aff id="af2-rado-48-04-408"> Department of Radiation Oncology, University of California, San Diego, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiation Oncology, University of California, San Diego</wicri:regionArea>
<placeName><settlement type="city">San Diego</settlement>
<region type="state">Californie</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Zheng, Xiaolin" sort="Zheng, Xiaolin" uniqKey="Zheng X" first="Xiaolin" last="Zheng">Xiaolin Zheng</name>
<affiliation wicri:level="1"><nlm:aff id="af3-rado-48-04-408"> College of Bioengineering, Chongqing University, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea> College of Bioengineering, Chongqing University</wicri:regionArea>
<wicri:noRegion>Chongqing University</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Wang, Ge" sort="Wang, Ge" uniqKey="Wang G" first="Ge" last="Wang">Ge Wang</name>
<affiliation wicri:level="1"><nlm:aff id="af1-rado-48-04-408"> Department of Radiation Oncology, Cancer Center,Research Institute of Surgery, Daping Hospital, Third Military Medical University, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea> Department of Radiation Oncology, Cancer Center,Research Institute of Surgery, Daping Hospital, Third Military Medical University</wicri:regionArea>
<wicri:noRegion>Third Military Medical University</wicri:noRegion>
</affiliation>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">PMC</idno>
<idno type="pmid">25435856</idno>
<idno type="pmc">4230563</idno>
<idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4230563</idno>
<idno type="RBID">PMC:4230563</idno>
<idno type="doi">10.2478/raon-2014-0003</idno>
<date when="2014">2014</date>
<idno type="wicri:Area/Pmc/Corpus">002457</idno>
<idno type="wicri:Area/Pmc/Curation">002457</idno>
<idno type="wicri:Area/Pmc/Checkpoint">000E54</idno>
<idno type="wicri:Area/Ncbi/Merge">003479</idno>
<idno type="wicri:Area/Ncbi/Curation">003479</idno>
<idno type="wicri:Area/Ncbi/Checkpoint">003479</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">A method for generating large datasets of organ geometries for radiotherapy treatment planning studies</title>
<author><name sortKey="Hu, Nan" sort="Hu, Nan" uniqKey="Hu N" first="Nan" last="Hu">Nan Hu</name>
<affiliation wicri:level="1"><nlm:aff id="af1-rado-48-04-408"> Department of Radiation Oncology, Cancer Center,Research Institute of Surgery, Daping Hospital, Third Military Medical University, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea> Department of Radiation Oncology, Cancer Center,Research Institute of Surgery, Daping Hospital, Third Military Medical University</wicri:regionArea>
<wicri:noRegion>Third Military Medical University</wicri:noRegion>
</affiliation>
<affiliation wicri:level="3"><nlm:aff id="af2-rado-48-04-408"> Department of Radiation Oncology, University of California, San Diego, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiation Oncology, University of California, San Diego</wicri:regionArea>
<placeName><settlement type="city">San Diego</settlement>
<region type="state">Californie</region>
</placeName>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="af3-rado-48-04-408"> College of Bioengineering, Chongqing University, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea> College of Bioengineering, Chongqing University</wicri:regionArea>
<wicri:noRegion>Chongqing University</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Cervi O, Laura" sort="Cervi O, Laura" uniqKey="Cervi O L" first="Laura" last="Cervi O">Laura Cervi O</name>
<affiliation wicri:level="3"><nlm:aff id="af2-rado-48-04-408"> Department of Radiation Oncology, University of California, San Diego, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiation Oncology, University of California, San Diego</wicri:regionArea>
<placeName><settlement type="city">San Diego</settlement>
<region type="state">Californie</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Segars, Paul" sort="Segars, Paul" uniqKey="Segars P" first="Paul" last="Segars">Paul Segars</name>
<affiliation wicri:level="1"><nlm:aff id="af4-rado-48-04-408"> Department of Radiology, Duke University, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiology, Duke University</wicri:regionArea>
<wicri:noRegion>Duke University</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Lewis, John" sort="Lewis, John" uniqKey="Lewis J" first="John" last="Lewis">John Lewis</name>
<affiliation wicri:level="3"><nlm:aff id="af2-rado-48-04-408"> Department of Radiation Oncology, University of California, San Diego, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiation Oncology, University of California, San Diego</wicri:regionArea>
<placeName><settlement type="city">San Diego</settlement>
<region type="state">Californie</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Shan, Jinlu" sort="Shan, Jinlu" uniqKey="Shan J" first="Jinlu" last="Shan">Jinlu Shan</name>
<affiliation wicri:level="1"><nlm:aff id="af4-rado-48-04-408"> Department of Radiology, Duke University, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiology, Duke University</wicri:regionArea>
<wicri:noRegion>Duke University</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Jiang, Steve" sort="Jiang, Steve" uniqKey="Jiang S" first="Steve" last="Jiang">Steve Jiang</name>
<affiliation wicri:level="3"><nlm:aff id="af2-rado-48-04-408"> Department of Radiation Oncology, University of California, San Diego, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea> Department of Radiation Oncology, University of California, San Diego</wicri:regionArea>
<placeName><settlement type="city">San Diego</settlement>
<region type="state">Californie</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Zheng, Xiaolin" sort="Zheng, Xiaolin" uniqKey="Zheng X" first="Xiaolin" last="Zheng">Xiaolin Zheng</name>
<affiliation wicri:level="1"><nlm:aff id="af3-rado-48-04-408"> College of Bioengineering, Chongqing University, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea> College of Bioengineering, Chongqing University</wicri:regionArea>
<wicri:noRegion>Chongqing University</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Wang, Ge" sort="Wang, Ge" uniqKey="Wang G" first="Ge" last="Wang">Ge Wang</name>
<affiliation wicri:level="1"><nlm:aff id="af1-rado-48-04-408"> Department of Radiation Oncology, Cancer Center,Research Institute of Surgery, Daping Hospital, Third Military Medical University, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea> Department of Radiation Oncology, Cancer Center,Research Institute of Surgery, Daping Hospital, Third Military Medical University</wicri:regionArea>
<wicri:noRegion>Third Military Medical University</wicri:noRegion>
</affiliation>
</author>
</analytic>
<series><title level="j">Radiology and Oncology</title>
<idno type="ISSN">1318-2099</idno>
<idno type="eISSN">1581-3207</idno>
<imprint><date when="2014">2014</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc><textClass></textClass>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en"><sec><title>Background</title>
<p>With the rapidly increasing application of adaptive radiotherapy, large datasets of organ geometries based on the patient’s anatomy are desired to support clinical application or research work, such as image segmentation, re-planning, and organ deformation analysis. Sometimes only limited datasets are available in clinical practice. In this study, we propose a new method to generate large datasets of organ geometries to be utilized in adaptive radiotherapy.</p>
</sec>
<sec><title>Methods</title>
<p>Given a training dataset of organ shapes derived from daily cone-beam CT, we align them into a common coordinate frame and select one of the training surfaces as reference surface. A statistical shape model of organs was constructed, based on the establishment of point correspondence between surfaces and non-uniform rational B-spline (NURBS) representation. A principal component analysis is performed on the sampled surface points to capture the major variation modes of each organ.</p>
</sec>
<sec><title>Results</title>
<p>A set of principal components and their respective coefficients, which represent organ surface deformation, were obtained, and a statistical analysis of the coefficients was performed. New sets of statistically equivalent coefficients can be constructed and assigned to the principal components, resulting in a larger geometry dataset for the patient’s organs.</p>
</sec>
<sec><title>Conclusions</title>
<p>These generated organ geometries are realistic and statistically representative.</p>
</sec>
</div>
</front>
<back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Olivera, Gh" uniqKey="Olivera G">GH Olivera</name>
</author>
<author><name sortKey="Ruchala, K" uniqKey="Ruchala K">K Ruchala</name>
</author>
<author><name sortKey="Lu, W" uniqKey="Lu W">W Lu</name>
</author>
<author><name sortKey="Kapatoes, J" uniqKey="Kapatoes J">J Kapatoes</name>
</author>
<author><name sortKey="Reckwerdt, P" uniqKey="Reckwerdt P">P Reckwerdt</name>
</author>
<author><name sortKey="Jeraj, R" uniqKey="Jeraj R">R Jeraj</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Rietzel, E" uniqKey="Rietzel E">E Rietzel</name>
</author>
<author><name sortKey="Chen, Gt" uniqKey="Chen G">GT Chen</name>
</author>
<author><name sortKey="Choi, Nc" uniqKey="Choi N">NC Choi</name>
</author>
<author><name sortKey="Willet, Cg" uniqKey="Willet C">CG Willet</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Keall, Pj" uniqKey="Keall P">PJ Keall</name>
</author>
<author><name sortKey="Joshi, S" uniqKey="Joshi S">S Joshi</name>
</author>
<author><name sortKey="Vedam, Ss" uniqKey="Vedam S">SS Vedam</name>
</author>
<author><name sortKey="Siebers, Jv" uniqKey="Siebers J">JV Siebers</name>
</author>
<author><name sortKey="Kini, Vr" uniqKey="Kini V">VR Kini</name>
</author>
<author><name sortKey="Mohan, R" uniqKey="Mohan R">R Mohan</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Yadav, P" uniqKey="Yadav P">P Yadav</name>
</author>
<author><name sortKey="Ramasubramanian, V" uniqKey="Ramasubramanian V">V Ramasubramanian</name>
</author>
<author><name sortKey="Paliwal, Br" uniqKey="Paliwal B">BR Paliwal</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Vargas, C" uniqKey="Vargas C">C Vargas</name>
</author>
<author><name sortKey="Martinez, A" uniqKey="Martinez A">A Martinez</name>
</author>
<author><name sortKey="Kestin, Ll" uniqKey="Kestin L">LL Kestin</name>
</author>
<author><name sortKey="Yan, D" uniqKey="Yan D">D Yan</name>
</author>
<author><name sortKey="Grills, I" uniqKey="Grills I">I Grills</name>
</author>
<author><name sortKey="Brabbins, Ds" uniqKey="Brabbins D">DS Brabbins</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Yang, Y" uniqKey="Yang Y">Y Yang</name>
</author>
<author><name sortKey="Schreibmann, E" uniqKey="Schreibmann E">E Schreibmann</name>
</author>
<author><name sortKey="Li, T" uniqKey="Li T">T Li</name>
</author>
<author><name sortKey="Xing, L" uniqKey="Xing L">L Xing</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Wu, C" uniqKey="Wu C">C Wu</name>
</author>
<author><name sortKey="Jeraj, R" uniqKey="Jeraj R">R Jeraj</name>
</author>
<author><name sortKey="Lu, W" uniqKey="Lu W">W Lu</name>
</author>
<author><name sortKey="Mackie, Tr" uniqKey="Mackie T">TR Mackie</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Wu, C" uniqKey="Wu C">C Wu</name>
</author>
<author><name sortKey="Jeraj, R" uniqKey="Jeraj R">R Jeraj</name>
</author>
<author><name sortKey="Olivera, Gh" uniqKey="Olivera G">GH Olivera</name>
</author>
<author><name sortKey="Mackie, Tr" uniqKey="Mackie T">TR Mackie</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Yan, D" uniqKey="Yan D">D Yan</name>
</author>
<author><name sortKey="Vicini, F" uniqKey="Vicini F">F Vicini</name>
</author>
<author><name sortKey="Wong, J" uniqKey="Wong J">J Wong</name>
</author>
<author><name sortKey="Martinez, A" uniqKey="Martinez A">A Martinez</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Yan, D" uniqKey="Yan D">D Yan</name>
</author>
<author><name sortKey="Lockman, D" uniqKey="Lockman D">D Lockman</name>
</author>
<author><name sortKey="Brabbins, D" uniqKey="Brabbins D">D Brabbins</name>
</author>
<author><name sortKey="Tyburski, L" uniqKey="Tyburski L">L Tyburski</name>
</author>
<author><name sortKey="Martinez, A" uniqKey="Martinez A">A Martinez</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Rehbinder, H" uniqKey="Rehbinder H">H Rehbinder</name>
</author>
<author><name sortKey="Forsgren, C" uniqKey="Forsgren C">C Forsgren</name>
</author>
<author><name sortKey="Lof, J" uniqKey="Lof J">J Lof</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lam, Kl" uniqKey="Lam K">KL Lam</name>
</author>
<author><name sortKey="Ten Haken, Rk" uniqKey="Ten Haken R">RK Ten Haken</name>
</author>
<author><name sortKey="Litzenberg, D" uniqKey="Litzenberg D">D Litzenberg</name>
</author>
<author><name sortKey="Balter, Jm" uniqKey="Balter J">JM Balter</name>
</author>
<author><name sortKey="Pollock, Sm" uniqKey="Pollock S">SM Pollock</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Marchant, Te" uniqKey="Marchant T">TE Marchant</name>
</author>
<author><name sortKey="Amer, Am" uniqKey="Amer A">AM Amer</name>
</author>
<author><name sortKey="Moore, Cj" uniqKey="Moore C">CJ Moore</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Peszy Ska Piorun, M" uniqKey="Peszy Ska Piorun M">M Peszyńska-Piorun</name>
</author>
<author><name sortKey="Malicki, J" uniqKey="Malicki J">J Malicki</name>
</author>
<author><name sortKey="Golusinski, W" uniqKey="Golusinski W">W Golusinski</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Matthiesen, C" uniqKey="Matthiesen C">C Matthiesen</name>
</author>
<author><name sortKey="Ramgopol, R" uniqKey="Ramgopol R">R Ramgopol</name>
</author>
<author><name sortKey="Seavey, J" uniqKey="Seavey J">J Seavey</name>
</author>
<author><name sortKey="Ahmad, S" uniqKey="Ahmad S">S Ahmad</name>
</author>
<author><name sortKey="Herman, T" uniqKey="Herman T">T Herman</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Oldham, M" uniqKey="Oldham M">M Oldham</name>
</author>
<author><name sortKey="Letourneau, D" uniqKey="Letourneau D">D Letourneau</name>
</author>
<author><name sortKey="Watt, L" uniqKey="Watt L">L Watt</name>
</author>
<author><name sortKey="Hugo, G" uniqKey="Hugo G">G Hugo</name>
</author>
<author><name sortKey="Yan, D" uniqKey="Yan D">D Yan</name>
</author>
<author><name sortKey="Lockman, D" uniqKey="Lockman D">D Lockman</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Mohan, R" uniqKey="Mohan R">R Mohan</name>
</author>
<author><name sortKey="Zhang, X" uniqKey="Zhang X">X Zhang</name>
</author>
<author><name sortKey="Wang, H" uniqKey="Wang H">H Wang</name>
</author>
<author><name sortKey="Kang, Y" uniqKey="Kang Y">Y Kang</name>
</author>
<author><name sortKey="Wang, X" uniqKey="Wang X">X Wang</name>
</author>
<author><name sortKey="Liu, H" uniqKey="Liu H">H Liu</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Zehtabian, M" uniqKey="Zehtabian M">M Zehtabian</name>
</author>
<author><name sortKey="Faghihi, R" uniqKey="Faghihi R">R Faghihi</name>
</author>
<author><name sortKey="Mosleh Shirazi, Ma" uniqKey="Mosleh Shirazi M">MA Mosleh-Shirazi</name>
</author>
<author><name sortKey="Shakibafard, Ar" uniqKey="Shakibafard A">AR Shakibafard</name>
</author>
<author><name sortKey="Mohammadi, M" uniqKey="Mohammadi M">M Mohammadi</name>
</author>
<author><name sortKey="Baradaran Ghahfarokhi, M" uniqKey="Baradaran Ghahfarokhi M">M Baradaran-Ghahfarokhi</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Strojan, P" uniqKey="Strojan P">P Strojan</name>
</author>
<author><name sortKey="Jereb, S" uniqKey="Jereb S">S Jereb</name>
</author>
<author><name sortKey="Borsos, I" uniqKey="Borsos I">I Borsos</name>
</author>
<author><name sortKey="But Hadzic, J" uniqKey="But Hadzic J">J But-Hadzic</name>
</author>
<author><name sortKey="Zidar, N" uniqKey="Zidar N">N Zidar</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lotjonen, J" uniqKey="Lotjonen J">J Lötjönen</name>
</author>
<author><name sortKey="Kivisto, S" uniqKey="Kivisto S">S Kivisto</name>
</author>
<author><name sortKey="Koikkalainen, J" uniqKey="Koikkalainen J">J Koikkalainen</name>
</author>
<author><name sortKey="Smutek, D" uniqKey="Smutek D">D Smutek</name>
</author>
<author><name sortKey="Lauerma, K" uniqKey="Lauerma K">K Lauerma</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Cootes, Tf" uniqKey="Cootes T">TF Cootes</name>
</author>
<author><name sortKey="Taylor, Cj" uniqKey="Taylor C">CJ Taylor</name>
</author>
<author><name sortKey="Cooper, D" uniqKey="Cooper D">D Cooper</name>
</author>
<author><name sortKey="Graham, J" uniqKey="Graham J">J Graham</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Sohn, M" uniqKey="Sohn M">M Söhn</name>
</author>
<author><name sortKey="Birkner, M" uniqKey="Birkner M">M Birkner</name>
</author>
<author><name sortKey="Yan, D" uniqKey="Yan D">D Yan</name>
</author>
<author><name sortKey="Alber, M" uniqKey="Alber M">M Alber</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lotjonen, J" uniqKey="Lotjonen J">J Lötjönen</name>
</author>
<author><name sortKey="Antila, K" uniqKey="Antila K">K Antila</name>
</author>
<author><name sortKey="Lamminmaki, E" uniqKey="Lamminmaki E">E Lamminmaki</name>
</author>
<author><name sortKey="Koikkalainen, J" uniqKey="Koikkalainen J">J Koikkalainen</name>
</author>
<author><name sortKey="Lilja, M" uniqKey="Lilja M">M Lilja</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Tolli, T" uniqKey="Tolli T">T Tölli</name>
</author>
<author><name sortKey="Koikkalainen, J" uniqKey="Koikkalainen J">J Koikkalainen</name>
</author>
<author><name sortKey="Lauerma, K" uniqKey="Lauerma K">K Lauerma</name>
</author>
<author><name sortKey="Lotjonen, J" uniqKey="Lotjonen J">J Lötjönen</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Dryden, I" uniqKey="Dryden I">I Dryden</name>
</author>
<author><name sortKey="Mardia, K" uniqKey="Mardia K">K Mardia</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Small, C" uniqKey="Small C">C Small</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Ge, Y" uniqKey="Ge Y">Y Ge</name>
</author>
<author><name sortKey="Maurer, C" uniqKey="Maurer C">C Maurer</name>
</author>
<author><name sortKey="Fitzpatrick, J" uniqKey="Fitzpatrick J">J Fitzpatrick</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Cootes, Tf" uniqKey="Cootes T">TF Cootes</name>
</author>
<author><name sortKey="Hill, A" uniqKey="Hill A">A Hill</name>
</author>
<author><name sortKey="Taylor, Cj" uniqKey="Taylor C">CJ Taylor</name>
</author>
<author><name sortKey="Haslam, J" uniqKey="Haslam J">J Haslam</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Rajamani, Kt" uniqKey="Rajamani K">KT Rajamani</name>
</author>
<author><name sortKey="Styner, Ma" uniqKey="Styner M">MA Styner</name>
</author>
<author><name sortKey="Talib, H" uniqKey="Talib H">H Talib</name>
</author>
<author><name sortKey="Zheng, G" uniqKey="Zheng G">G Zheng</name>
</author>
<author><name sortKey="Nolte, Lp" uniqKey="Nolte L">LP Nolte</name>
</author>
<author><name sortKey="Ma Gonzalez Ballester, Ma" uniqKey="Ma Gonzalez Ballester M">MA MA Gonzalez Ballester</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Cootes, Tf" uniqKey="Cootes T">TF Cootes</name>
</author>
<author><name sortKey="Taylor, Cj" uniqKey="Taylor C">CJ Taylor</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Mclachlan, G" uniqKey="Mclachlan G">G McLachlan</name>
</author>
<author><name sortKey="Basford, Ke" uniqKey="Basford K">KE Basford</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Tendick, F" uniqKey="Tendick F">F Tendick</name>
</author>
<author><name sortKey="Downes, M" uniqKey="Downes M">M Downes</name>
</author>
<author><name sortKey="Goktekin, T" uniqKey="Goktekin T">T Goktekin</name>
</author>
<author><name sortKey="Cavusoglu, M" uniqKey="Cavusoglu M">M Cavusoglu</name>
</author>
<author><name sortKey="Feygin, D" uniqKey="Feygin D">D Feygin</name>
</author>
<author><name sortKey="Wu, X" uniqKey="Wu X">X Wu</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Basdogan, C" uniqKey="Basdogan C">C Basdogan</name>
</author>
<author><name sortKey="Ho, Ch" uniqKey="Ho C">CH Ho</name>
</author>
<author><name sortKey="Srinivasan, Ma" uniqKey="Srinivasan M">MA Srinivasan</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lorenz, C" uniqKey="Lorenz C">C Lorenz</name>
</author>
<author><name sortKey="Krahnstover, N" uniqKey="Krahnstover N">N Krahnstover</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Xie, H" uniqKey="Xie H">H Xie</name>
</author>
<author><name sortKey="Qin, H" uniqKey="Qin H">H Qin</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Fletcher, P" uniqKey="Fletcher P">P Fletcher</name>
</author>
<author><name sortKey="Lu, C" uniqKey="Lu C">C Lu</name>
</author>
<author><name sortKey="Pizer, S" uniqKey="Pizer S">S Pizer</name>
</author>
<author><name sortKey="Joshi, S" uniqKey="Joshi S">S Joshi</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Uzumcu, M" uniqKey="Uzumcu M">M Üzümcü</name>
</author>
<author><name sortKey="Frangi, Af" uniqKey="Frangi A">AF Frangi</name>
</author>
<author><name sortKey="Sonka, M" uniqKey="Sonka M">M Sonka</name>
</author>
<author><name sortKey="Reiber" uniqKey="Reiber">Reiber</name>
</author>
<author><name sortKey="Lelieveldt" uniqKey="Lelieveldt">Lelieveldt</name>
</author>
</analytic>
</biblStruct>
</listBibl>
</div1>
</back>
</TEI>
<affiliations><list><country><li>République populaire de Chine</li>
<li>États-Unis</li>
</country>
<region><li>Californie</li>
</region>
<settlement><li>San Diego</li>
</settlement>
</list>
<tree><country name="République populaire de Chine"><noRegion><name sortKey="Hu, Nan" sort="Hu, Nan" uniqKey="Hu N" first="Nan" last="Hu">Nan Hu</name>
</noRegion>
<name sortKey="Hu, Nan" sort="Hu, Nan" uniqKey="Hu N" first="Nan" last="Hu">Nan Hu</name>
<name sortKey="Wang, Ge" sort="Wang, Ge" uniqKey="Wang G" first="Ge" last="Wang">Ge Wang</name>
<name sortKey="Zheng, Xiaolin" sort="Zheng, Xiaolin" uniqKey="Zheng X" first="Xiaolin" last="Zheng">Xiaolin Zheng</name>
</country>
<country name="États-Unis"><region name="Californie"><name sortKey="Hu, Nan" sort="Hu, Nan" uniqKey="Hu N" first="Nan" last="Hu">Nan Hu</name>
</region>
<name sortKey="Cervi O, Laura" sort="Cervi O, Laura" uniqKey="Cervi O L" first="Laura" last="Cervi O">Laura Cervi O</name>
<name sortKey="Jiang, Steve" sort="Jiang, Steve" uniqKey="Jiang S" first="Steve" last="Jiang">Steve Jiang</name>
<name sortKey="Lewis, John" sort="Lewis, John" uniqKey="Lewis J" first="John" last="Lewis">John Lewis</name>
<name sortKey="Segars, Paul" sort="Segars, Paul" uniqKey="Segars P" first="Paul" last="Segars">Paul Segars</name>
<name sortKey="Shan, Jinlu" sort="Shan, Jinlu" uniqKey="Shan J" first="Jinlu" last="Shan">Jinlu Shan</name>
</country>
</tree>
</affiliations>
</record>
Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/HapticV1/Data/Ncbi/Checkpoint
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 003479 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Ncbi/Checkpoint/biblio.hfd -nk 003479 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien |wiki= Ticri/CIDE |area= HapticV1 |flux= Ncbi |étape= Checkpoint |type= RBID |clé= PMC:4230563 |texte= A method for generating large datasets of organ geometries for radiotherapy treatment planning studies }}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Ncbi/Checkpoint/RBID.i -Sk "pubmed:25435856" \ | HfdSelect -Kh $EXPLOR_AREA/Data/Ncbi/Checkpoint/biblio.hfd \ | NlmPubMed2Wicri -a HapticV1
![]() | This area was generated with Dilib version V0.6.23. | ![]() |