A Cortical Thickness Mapping Method for the Coxal Bone Using Morphing
As human body finite element models become more integrated with the design of safety countermeasures and regulations, novel models need to be developed that reflect the variation in the population's anthropometry. However, these new models may be missing information which will need to be transl...
Saved in:
Published in | Frontiers in bioengineering and biotechnology Vol. 6; p. 149 |
---|---|
Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
Switzerland
Frontiers Media S.A
18.10.2018
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | As human body finite element models become more integrated with the design of safety countermeasures and regulations, novel models need to be developed that reflect the variation in the population's anthropometry. However, these new models may be missing information which will need to be translated from existing models. During the development of a 5th percentile female occupant model (F05), cortical thickness information of the coxal bone was unavailable due to resolution limits in the computed tomography (CT) scans. In this study, a method for transferring cortical thickness information from a source to a target model with entirely different geometry and architecture is presented. The source and target models were the Global Human Body Models Consortium (GHBMC) 50th percentile male (M50) and F05 coxal bones, respectively. To project the coxal bone cortical thickness from the M50 to the F05, the M50 model was first morphed using a Kriging method with 132 optimized control points to the F05 anthropometry. This technique was found to be accurate with a mean nodal discrepancy of 1.27 mm between the F05 and morphed M50 (mM50) coxal bones. Cortical thickness at each F05 node was determined by taking the average cortical thickness of every mM50 node, non-linearly weighted by its distance to the F05 nodes. The non-linear weighting coefficient, β, had a large effect on the accuracy and smoothness of the projected cortical bone thickness. The optimal projection had β = 4 and was defined when the tradeoff between projection accuracy and smoothness was equal. Finally, a quasi-static pelvis compression was simulated to examine to effect of β. As β, increased from 0 to 4, the failure force decreased by ~100 N, whereas the failure displacement increased by 0.9 mm. Results from quasi-static compression tests of the F05 pelvis were comparable to experimental results. This method could be applied to other anatomical regions where cortical thickness variation is important, such as the femur and ribs and is not limited to GHBMC-family models. Furthermore, this process will aid the development of subject-specific finite element models where accurate cortical bone thickness measurements cannot be obtained. |
---|---|
AbstractList | As human body finite element models become more integrated with the design of safety countermeasures and regulations, novel models need to be developed that reflect the variation in the population's anthropometry. However, these new models may be missing information which will need to be translated from existing models. During the development of a 5th percentile female occupant model (F05), cortical thickness information of the coxal bone was unavailable due to resolution limits in the computed tomography (CT) scans. In this study, a method for transferring cortical thickness information from a source to a target model with entirely different geometry and architecture is presented. The source and target models were the Global Human Body Models Consortium (GHBMC) 50th percentile male (M50) and F05 coxal bones, respectively. To project the coxal bone cortical thickness from the M50 to the F05, the M50 model was first morphed using a Kriging method with 132 optimized control points to the F05 anthropometry. This technique was found to be accurate with a mean nodal discrepancy of 1.27 mm between the F05 and morphed M50 (mM50) coxal bones. Cortical thickness at each F05 node was determined by taking the average cortical thickness of every mM50 node, non-linearly weighted by its distance to the F05 nodes. The non-linear weighting coefficient, β, had a large effect on the accuracy and smoothness of the projected cortical bone thickness. The optimal projection had β = 4 and was defined when the tradeoff between projection accuracy and smoothness was equal. Finally, a quasi-static pelvis compression was simulated to examine to effect of β. As β, increased from 0 to 4, the failure force decreased by ~100 N, whereas the failure displacement increased by 0.9 mm. Results from quasi-static compression tests of the F05 pelvis were comparable to experimental results. This method could be applied to other anatomical regions where cortical thickness variation is important, such as the femur and ribs and is not limited to GHBMC-family models. Furthermore, this process will aid the development of subject-specific finite element models where accurate cortical bone thickness measurements cannot be obtained. |
Author | Giudice, J Sebastian Panzer, Matthew B Wu, Taotao Poulard, David Nie, Bingbing |
AuthorAffiliation | Department of Mechanical and Aerospace Engineering, Center for Applied Biomechanics, University of Virginia , Charlottesville, VA , United States |
AuthorAffiliation_xml | – name: Department of Mechanical and Aerospace Engineering, Center for Applied Biomechanics, University of Virginia , Charlottesville, VA , United States |
Author_xml | – sequence: 1 givenname: J Sebastian surname: Giudice fullname: Giudice, J Sebastian organization: Department of Mechanical and Aerospace Engineering, Center for Applied Biomechanics, University of Virginia, Charlottesville, VA, United States – sequence: 2 givenname: David surname: Poulard fullname: Poulard, David organization: Department of Mechanical and Aerospace Engineering, Center for Applied Biomechanics, University of Virginia, Charlottesville, VA, United States – sequence: 3 givenname: Bingbing surname: Nie fullname: Nie, Bingbing organization: Department of Mechanical and Aerospace Engineering, Center for Applied Biomechanics, University of Virginia, Charlottesville, VA, United States – sequence: 4 givenname: Taotao surname: Wu fullname: Wu, Taotao organization: Department of Mechanical and Aerospace Engineering, Center for Applied Biomechanics, University of Virginia, Charlottesville, VA, United States – sequence: 5 givenname: Matthew B surname: Panzer fullname: Panzer, Matthew B organization: Department of Mechanical and Aerospace Engineering, Center for Applied Biomechanics, University of Virginia, Charlottesville, VA, United States |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/30406094$$D View this record in MEDLINE/PubMed |
BookMark | eNpVUctOwzAQtBCI950TypFLi19J7AsSVOUhUXEpZ8ux100gjYOdIvh73BYQnDzyzszOao7Qbuc7QOiM4DFjQl66qvEwppiIMcaEyx10SKksRpyIfPcPPkCnMb7gxKF5mQu6jw4Y5rjAkh-i6XU28WFojG6zed2Y1w5izGa675tukc1gqL3NnA_ZUENifiTaTYqRPcfN3Ie-TuAE7TndRjj9fo_R8-10PrkfPT7dPUyuH0eGF3QYycLS0sqSYFsYV3GeO8qgACME1cAJTxBbKwUWnErraCk4K6V0paxYyTU7Rg9bX-v1i-pDs9ThU3ndqM2HDwul18e0oIytkggbKpjkIIrKOWk5VCXl3Am99rraevWragnWQDcE3f4z_T_pmlot_LsqKE758mRw8W0Q_NsK4qCWTTTQtroDv4qKEkZouoOIRMVbqgk-xgDudw3Bal2m2pSp1mWqTZlJcv433q_gpzr2BdwSnKU |
CitedBy_id | crossref_primary_10_1227_ons_0000000000001159 crossref_primary_10_3390_app11010365 crossref_primary_10_23736_S0394_9508_23_05601_2 crossref_primary_10_1016_j_compbiomed_2024_107986 |
Cites_doi | 10.4271/2006-01-2324 10.1080/15389588.2016.1219728 10.1016/S0020-1383(03)00308-5 10.1115/1.1894148 10.1002/ajpa.1330310202 10.1080/10255842.2012.731594 10.1080/15389588.2018.1450979 10.1109/TMI.2007.904691 10.1097/00005373-199406000-00007 10.1016/j.jbiomech.2007.01.023 10.1080/15389588.2017.1318435 10.1088/0031-9155/44/3/017 10.1016/j.jbiomech.2009.06.006 10.1007/BF01206346 10.1115/1.2953472 10.1080/15389588.2014.950370 10.1080/13588265.2018.1484576 10.1016/j.jbiomech.2009.06.010 10.1002/cnm.2468 10.1080/10255842.2017.1340459 10.4271/983147 10.1080/10255842.2012.713669 |
ContentType | Journal Article |
Copyright | Copyright © 2018 Giudice, Poulard, Nie, Wu and Panzer. 2018 Giudice, Poulard, Nie, Wu and Panzer |
Copyright_xml | – notice: Copyright © 2018 Giudice, Poulard, Nie, Wu and Panzer. 2018 Giudice, Poulard, Nie, Wu and Panzer |
DBID | NPM AAYXX CITATION 7X8 5PM DOA |
DOI | 10.3389/fbioe.2018.00149 |
DatabaseName | PubMed CrossRef MEDLINE - Academic PubMed Central (Full Participant titles) Directory of Open Access Journals |
DatabaseTitle | PubMed CrossRef MEDLINE - Academic |
DatabaseTitleList | PubMed |
Database_xml | – sequence: 1 dbid: DOA name: Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISSN | 2296-4185 |
EndPage | 149 |
ExternalDocumentID | oai_doaj_org_article_cdb9b30c28394e86bff9d4eb7244f8aa 10_3389_fbioe_2018_00149 30406094 |
Genre | Journal Article |
GroupedDBID | 53G 5VS 9T4 AAFWJ ACGFS ACXDI ADBBV ADRAZ ALMA_UNASSIGNED_HOLDINGS AOIJS BAWUL BCNDV DIK GROUPED_DOAJ GX1 HYE IAO IEA IHR IPNFZ ISR KQ8 M48 M~E NPM OK1 PGMZT RIG RPM AAYXX AFPKN CITATION 7X8 5PM |
ID | FETCH-LOGICAL-c462t-96d27d9710d6cfb445f23e6ec882ae4146ec0dd9808429df27843799f79b374a3 |
IEDL.DBID | RPM |
ISSN | 2296-4185 |
IngestDate | Tue Oct 22 15:12:40 EDT 2024 Tue Sep 17 21:26:54 EDT 2024 Sat Oct 26 01:16:57 EDT 2024 Thu Sep 26 16:04:25 EDT 2024 Wed Oct 16 00:59:19 EDT 2024 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Keywords | finite element modeling pelvis human body modeling GHBMC Kriging cortical bone |
Language | English |
License | This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c462t-96d27d9710d6cfb445f23e6ec882ae4146ec0dd9808429df27843799f79b374a3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Reviewed by: Pascal Buenzli, School of Mathematical Sciences, Queensland University of Technology, Australia; Enrico Dall'Ara, University of Sheffield, United Kingdom This article was submitted to Biomechanics, a section of the journal Frontiers in Bioengineering and Biotechnology Edited by: Stefan Scheiner, Technische Universität Wien, Austria |
OpenAccessLink | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6200845/ |
PMID | 30406094 |
PQID | 2131242918 |
PQPubID | 23479 |
PageCount | 1 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_cdb9b30c28394e86bff9d4eb7244f8aa pubmedcentral_primary_oai_pubmedcentral_nih_gov_6200845 proquest_miscellaneous_2131242918 crossref_primary_10_3389_fbioe_2018_00149 pubmed_primary_30406094 |
PublicationCentury | 2000 |
PublicationDate | 2018-10-18 |
PublicationDateYYYYMMDD | 2018-10-18 |
PublicationDate_xml | – month: 10 year: 2018 text: 2018-10-18 day: 18 |
PublicationDecade | 2010 |
PublicationPlace | Switzerland |
PublicationPlace_xml | – name: Switzerland |
PublicationTitle | Frontiers in bioengineering and biotechnology |
PublicationTitleAlternate | Front Bioeng Biotechnol |
PublicationYear | 2018 |
Publisher | Frontiers Media S.A |
Publisher_xml | – name: Frontiers Media S.A |
References | Holden (B13) 2008; 27 Trochu (B28) 1993; 9 Anderson (B1) 2008; 130 Kim (B16) 2009; 42 Song (B27) 2005 Prevrhal (B24) 1999; 44 Ma (B19) 2015; 16 Anderson (B2) 2005; 127 Jolivet (B15) 2015; 59 Inaba (B14) 2004; 35 Hallquist (B12) 2007; 970 Besnault (B3) 1998 Serre (B26) 2006 Gayzik (B8) 2011 Gokcen (B9) 1994; 36 Hallquist (B11) 2006; 3 Vezin (B29) 2009; 53 Wang (B30) 2004; 48 Wu (B31) 2017; 18 Kim (B17) 2014; 17 Li (B18) 2007; 40 Nie (B20) 2017; 18 Salo (B25) 2012; 28 Chen (B4) 2018; 19 Guillemot (B10) 1998 Nie (B21) 2018 B6 Poulard (B23) 2012; 15 Coleman (B5) 1969; 31 Dumas (B7) 2009; 42 Park (B22) 2017; 20 |
References_xml | – volume-title: SAE Technical Paper year: 2006 ident: B26 article-title: HUMOS (Human Model for Safety) geometry: from one specimen to the 5th and 95th percentile doi: 10.4271/2006-01-2324 contributor: fullname: Serre – volume: 18 start-page: 207 year: 2017 ident: B20 article-title: Computational investigation of the effects of knee airbag design on the interaction with occupant lower extremity in frontal and oblique impacts publication-title: Traffic Inj. Prev doi: 10.1080/15389588.2016.1219728 contributor: fullname: Nie – start-page: 39 volume-title: Injury Biomechanics Research Proceedings of the Thirty-Ninth International Workshop year: 2011 ident: B8 article-title: Development of the global human body models consortium mid-sized male full body model contributor: fullname: Gayzik – volume: 59 start-page: 337 year: 2015 ident: B15 article-title: Comparison of kriging and moving least square methods to change the geometry of human body models publication-title: Stapp Car Crash J. contributor: fullname: Jolivet – volume: 48 start-page: 287 year: 2004 ident: B30 article-title: Gender differences in hip anatomy: possible implications for injury tolerance in frontal collisions publication-title: Annu Proc Assoc Adv Automot Med contributor: fullname: Wang – volume: 35 start-page: 759 year: 2004 ident: B14 article-title: The increasing incidence of severe pelvic injury in motor vehicle collisions publication-title: Injury doi: 10.1016/S0020-1383(03)00308-5 contributor: fullname: Inaba – volume: 3 start-page: 25 year: 2006 ident: B11 article-title: LS-DYNA theory manual publication-title: Livermore Softw. Technol. Corp contributor: fullname: Hallquist – volume: 53 start-page: 93 year: 2009 ident: B29 article-title: Structural characterization of human rib cage behavior under dynamic loading publication-title: Stapp Car Crash J. contributor: fullname: Vezin – volume: 127 start-page: 364 year: 2005 ident: B2 article-title: Subject-specific finite element model of the pelvis: development, validation and sensitivity studies publication-title: J. Biomech. Eng. doi: 10.1115/1.1894148 contributor: fullname: Anderson – volume: 31 start-page: 125 year: 1969 ident: B5 article-title: Sex differences in the growth of the human bony pelvis publication-title: Am. J. Phys. Anthropol doi: 10.1002/ajpa.1330310202 contributor: fullname: Coleman – volume: 17 start-page: 997 year: 2014 ident: B17 article-title: A new cortical thickness mapping method with application to an in vivo finite element model publication-title: Comput. Methods Biomech. Biomed. Eng. doi: 10.1080/10255842.2012.731594 contributor: fullname: Kim – volume: 19 start-page: 542 year: 2018 ident: B4 article-title: Evaluation of geometrically personalized THUMS pedestrian model response against sedan-pedestrian PMHS impact test data publication-title: Traffic Inj. Prev doi: 10.1080/15389588.2018.1450979 contributor: fullname: Chen – volume: 970 start-page: 299 year: 2007 ident: B12 article-title: LS-DYNA keyword user's manual. livermore Softw. Technol publication-title: Corp contributor: fullname: Hallquist – volume: 27 start-page: 111 year: 2008 ident: B13 article-title: A review of geometric transformations for nonrigid body registration publication-title: Med. Imaging IEEE Trans. doi: 10.1109/TMI.2007.904691 contributor: fullname: Holden – volume: 36 start-page: 789 year: 1994 ident: B9 article-title: Pelvic fracture mechanism of injury in vehicular trauma patients publication-title: J. Trauma Inj. Infect. Crit. Care doi: 10.1097/00005373-199406000-00007 contributor: fullname: Gokcen – volume: 40 start-page: 2758 year: 2007 ident: B18 article-title: Biomechanical response of the pubic symphysis in lateral pelvic impacts: a finite element study publication-title: J. Biomech. doi: 10.1016/j.jbiomech.2007.01.023 contributor: fullname: Li – volume: 18 start-page: S148 year: 2017 ident: B31 article-title: Evaluation of biofidelity of THUMS pedestrian model under a whole-body impact conditions with a generic sedan buck publication-title: Traffic Inj. Prev doi: 10.1080/15389588.2017.1318435 contributor: fullname: Wu – volume: 44 start-page: 751 year: 1999 ident: B24 article-title: Accuracy limits for the determination of cortical width and density: the influence of object size and CT imaging parameters publication-title: Phys. Med. Biol doi: 10.1088/0031-9155/44/3/017 contributor: fullname: Prevrhal – volume: 42 start-page: 2214 year: 2009 ident: B7 article-title: Soft tissue artifact compensation by linear 3D interpolation and approximation methods publication-title: J. Biomech doi: 10.1016/j.jbiomech.2009.06.006 contributor: fullname: Dumas – volume: 9 start-page: 160 year: 1993 ident: B28 article-title: A contouring program based on dual kriging interpolation publication-title: Eng. Comput doi: 10.1007/BF01206346 contributor: fullname: Trochu – start-page: 1412 volume-title: Proceedings of the 16th International Technical Conference of the Enhanced Safety of Vehicles year: 1998 ident: B10 article-title: Pelvic behavior in side collisions: static and dynamic tests on isolated pelvic bones contributor: fullname: Guillemot – volume: 130 start-page: 051008 year: 2008 ident: B1 article-title: Validation of finite element predictions of cartilage contact pressure in the human hip joint publication-title: J. Biomech. Eng. doi: 10.1115/1.2953472 contributor: fullname: Anderson – volume: 16 start-page: 409 year: 2015 ident: B19 article-title: Finite element study of human pelvis model in side impact for chinese adult occupants publication-title: Traffic Inj. Prev doi: 10.1080/15389588.2014.950370 contributor: fullname: Ma – ident: B6 – year: 2018 ident: B21 article-title: Evaluation and injury investion of a finite element foot and ankle model for small female occupants publication-title: Int. J. Crashworthiness doi: 10.1080/13588265.2018.1484576 contributor: fullname: Nie – volume: 42 start-page: 2191 year: 2009 ident: B16 article-title: Finite element model development of a child pelvis with optimization-based material identification publication-title: J. Biomech. doi: 10.1016/j.jbiomech.2009.06.010 contributor: fullname: Kim – volume: 28 start-page: 904 year: 2012 ident: B25 article-title: Evaluation of mesh morphing and mapping techniques in patient specific modelling of the human pelvis publication-title: Int. J. Numer. Methods Biomed. Eng doi: 10.1002/cnm.2468 contributor: fullname: Salo – volume: 20 start-page: 1151 year: 2017 ident: B22 article-title: Prediction of the structural response of the femoral shaft under dynamic loading using subject-specific finite element models publication-title: Comput. Methods Biomech. Biomed. Eng doi: 10.1080/10255842.2017.1340459 contributor: fullname: Park – year: 1998 ident: B3 article-title: A parametric finite element model of the human pelvis publication-title: SAE Technical Paper 983147 doi: 10.4271/983147 contributor: fullname: Besnault – volume-title: Proceedings: International Technical Conference on the Enhanced Safety of Vehicles, National Highway Traffic Safety Administration year: 2005 ident: B27 article-title: Pelvis bone fracture modeling in lateral impact contributor: fullname: Song – volume: 15 start-page: 298 year: 2012 ident: B23 article-title: Geometrical personalisation of human FE model using palpable markers on volunteers publication-title: Comput. Methods Biomech. Biomed. Eng doi: 10.1080/10255842.2012.713669 contributor: fullname: Poulard |
SSID | ssj0001257582 |
Score | 2.1360242 |
Snippet | As human body finite element models become more integrated with the design of safety countermeasures and regulations, novel models need to be developed that... |
SourceID | doaj pubmedcentral proquest crossref pubmed |
SourceType | Open Website Open Access Repository Aggregation Database Index Database |
StartPage | 149 |
SubjectTerms | Bioengineering and Biotechnology cortical bone finite element modeling GHBMC human body modeling Kriging pelvis |
SummonAdditionalLinks | – databaseName: Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LSwMxEA7Skx7Et-uLCF48LO4jm90cW2kpQj210FvI0xZhV2oL_nwnSVu2InjxsiybQMI32ZlvkuELQg8FcHhmiImFYjqGfCOPpdE5_HhO7ia1CdO-yveVDifkZVpMW1d9uZqwIA8cgHtSWjKZJwrCICOmotJapomRJcQlW4lAjRLWSqbC7grQkCoL55KQhbEnK-eNk8VMXe1k6qQzW3HIy_X_xjF_lkq2Ys_gCB2uSSPuhskeoz1Tn6CDlpTgKep38XOz8BvTeDybq3fnwvBIOPmFNzzy90RjIKgYCB_0_IJuvaY22JcM4FEDcMPLGZoM-uPnYby-IiFWhGbLmFGdlZoBTdBUWUlIYbPcUKOAOAtDwA0alWjNqqSCwKOtO2bMS8ZsCaCWROTnqFPDaJcIE1Eym0hRKKNJmkKSrWXGhDXwMOCeI_S4AYx_BCUMDhmEA5d7cLkDl3twI9RziG77OQ1r_wEsy9eW5X9ZNkL3G3twWPPuIEPUpll98izNgZZkLK0idBHssx0qB69EIWeNULljuZ257LbU85nX1aauFoQUV_8x-Wu07-BwUS6tblBnuViZW6AvS3nnV-o3YoXwFg priority: 102 providerName: Directory of Open Access Journals – databaseName: Scholars Portal Journals: Open Access dbid: M48 link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LSyQxEC5WF0QPsuqq7bqSBS8e2u1H-pHDIiqKCOPJAW8hTx2Ubh1H0H9vVbrHdZY57aVpuhM6fJWkvkqqvwDsF8jhheMuVkbYGOONPNbO5jjwSO4m9YmwIcv3qrwY8sub4ubv79E9gM9zQzs6T2o4fjh8fXo7wgH_hyJO9Le_vR61pHiZUlokMv4F-JpxjNMpka8n-92KC1KTOuv2KudWXIYljO6TMhF8xk0FNf95FPTfTMpPrun8G6z2nJIdd51gDb64Zh1WPikNbsDZMTttx2Hdml3fjcw9zXBsoEid4ZYNwjHSDPkrQz6IJV-x2EnbOBYyCtigRWvgzXcYnp9dn17E_QkKseFlNolFabPKCmQRtjRec174LHelM8irleM4SzqTWCvqpEa_ZD3tQuaVEL4SOq-4yjdhscGvbQPjqhI-0aowzvI0xRjc6kwo7_DicPaO4GAKmHzshDIkBhiEsww4S8JZBpwjOCFEP8qRxHV40I5vZT9ipLEaG5EY5D-Cu7rU3gvLna6QkPhaqQh-Te0hcUjQPodqXPvyLLM0R9aSibSOYKuzz8enpvaNoJqx3ExbZt80o7sgu11Sqggvdv675g9YJgzI86X1LixOxi_uJ1Kaid4LPfUdu7f3Gg priority: 102 providerName: Scholars Portal |
Title | A Cortical Thickness Mapping Method for the Coxal Bone Using Morphing |
URI | https://www.ncbi.nlm.nih.gov/pubmed/30406094 https://search.proquest.com/docview/2131242918 https://pubmed.ncbi.nlm.nih.gov/PMC6200845 https://doaj.org/article/cdb9b30c28394e86bff9d4eb7244f8aa |
Volume | 6 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT9wwEB7BHip6QNCWNkCRkbj0EDYP5zHHZQVCSKl6AImb5SesgARtF4mfz9jZoN2KUy9WlDiy9c3E_j57MgY4KYjDo-U2lhpNTHojj5U1OX14Pt1N6hI0Icr3d3l5w69ui9sNKIZ_YULQvlaz0_bx6bSd3YfYyucnPR7ixMZ_mmnpN-15Md6ETXLQFYneL6wQA6mzfkuSBBiOnZp1PiNm6sMmSRFswScS8UmZIF-bjULS_o-Y5r8Bkysz0MUObC-pI5v0XdyFDdt-gc8rCQW_wvmETbt5WJ5m1_cz_eAHMtZIn4ThjjXhtGhGNJUR7aOar1TtrGstC4EDrOkIdLr4BjcX59fTy3h5UEKseZktYixNVhkksmBK7RTnhctyW1pN9FlaToOh1YkxWBNqGRrnNxvzCtFVqPKKy3wPRi219gMYlxW6RMlCW8PTlKS2URlKZ6mwNEhH8GsATDz3-TAE6QiPswg4C4-zCDhHcOYRfa_nM1mHG938TiztKbRR1IlEE81BbutSOYeGW1UR73C1lBEcD_YQ5Pl-O0O2tnv5K7I0J3KSYVpH8L23z3tTg30jqNYst9aX9SfkbCG79tK59v_7zQPY8hj4CS6tD2G0mL_Yn8RcFuooKH4qG14fBa99AyEN8PI |
link.rule.ids | 230,315,730,783,787,867,888,2109,24330,27936,27937,53804,53806 |
linkProvider | National Library of Medicine |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1JT9wwFH6iVKL0QBcoTWmpkXrhkJkszuIjjEBTShCHAXGzvMKIkqBhRqr66_vsTNAM4kIvURQ78os_L9-zXz4D_MiQwzNDTSgU0yH6G2kojU6x4zm5m9hGTPso37N8eEFPrrKrFci6f2F80L6S4179-65Xj298bOX9nep3cWL982qQu017mvVfwWvsrxFdcNLbpRXkIGXSbkqiC8b6Vo4bp4kZu8BJ9AnWYQ3d-CiPGF2aj7xs_3Nc82nI5MIcdPwOLjvr29CT295sKnvq7xNhxxd_3nvYmLNSctAmf4AVU3-EtwtahZtwdEAGzcSvfJPRzVjdujGSVMLpO1yTyh9ETZABE2SUmPMPZjtsakN8TAKpGsQTb7bg4vhoNBiG8zMYQkXzZBqyXCeFZshDdK6spDSzSWpyo5CZC0NxnDUq0pqVaHHCtHX7mGnBmC2YTAsq0k-wWmNpn4FQUTAbSZEpo2kcoxevZcKENXgxOP4HsN8hwe9bqQ2OLooDkHsAuQOQewADOHRQPeZzItn-QTO55vO65EpLNCJSyKAYNWUurWWaGlkgpbGlEAHsdUBz7FRup0TUppk98CROkfckLC4D2G6BfyyqazgBFEtNYsmW5RQE2gt3z4H98t9vfoc3w1F1yk9_nv3agXVXH24ejcuvsDqdzMw3JEhTueu7wz_xzBEh |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT9wwEB61VEL0UPqipNDWlXrpIZuX48RHWFjRxyIOIKFeLD9hBSSr7a5U9dd37GzQLuqJSxQlE8X257G_sUefAb6UyOG5pTaWmpsY440iVtYU6Hhe7iZzKTchy_eUnVzQ75fl5cpRXyFpX6vJoLm9GzST65BbOb3TSZ8nlpyNh8xv2tMymRqXPIVn6LMpWwnUu-UV5CF13m1MYhjGE6cmrdfFzHzyJMYFW7CJoXzKUk7X5qQg3f8_vvkwbXJlHhptw6--Bl36yc1gMVcD_feBuOOjqvgSXizZKTnoTF7BE9u8hucrmoVv4PiADNtZWAEn59cTfePHSjKWXufhiozDgdQEmTBBZomWf9DssG0sCbkJZNwirnjzFi5Gx-fDk3h5FkOsKcvnMWcmrwxHPmKYdorS0uWFZVYjQ5eW4nhrdWoMr7HUOTfO72cWFeeu4qqoqCx2YKPBv-0CobLiLlWy1NbQLMNo3qicS2fxYnEeiOBrj4aYdpIbAkMVD6IIIAoPogggRnDo4bq382LZ4UE7uxLL9hTaKCxEqpFJcWprppzjhlpVIbVxtZQRfO7BFuhcfsdENrZd_BZ5ViD_yXlWR_CuA__-V33niaBa6xZrZVl_g2AHAe8luO8f_eUn2Dw7Gomf305_7MGWbw4_nWb1PmzMZwv7AXnSXH0MHvEPeXMToQ |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+Cortical+Thickness+Mapping+Method+for+the+Coxal+Bone+Using+Morphing&rft.jtitle=Frontiers+in+bioengineering+and+biotechnology&rft.au=Giudice%2C+J.+Sebastian&rft.au=Poulard%2C+David&rft.au=Nie%2C+Bingbing&rft.au=Wu%2C+Taotao&rft.date=2018-10-18&rft.pub=Frontiers+Media+S.A&rft.eissn=2296-4185&rft.volume=6&rft_id=info:doi/10.3389%2Ffbioe.2018.00149&rft_id=info%3Apmid%2F30406094&rft.externalDBID=PMC6200845 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2296-4185&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2296-4185&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2296-4185&client=summon |