Evaluation and Correction of B^+-Based Brain Subject-Specific SAR Maps Using Electrical Properties Tomography

The specific absorption rate (SAR) estimates the amount of power absorbed by the tissue and is determined by the electrical conductivity and the E-field. Conductivity can be estimated using Electric Properties Tomography (EPT) but only the E-field component associated with <inline-formula><...

Full description

Saved in:
Bibliographic Details
Published inIEEE journal of electromagnetics, RF and microwaves in medicine and biology Vol. 7; no. 2; pp. 168 - 175
Main Authors Martinez, Jessica A., Arduino, Alessandro, Bottauscio, Oriano, Zilberti, Luca
Format Journal Article
LanguageEnglish
Published IEEE 01.06.2023
Subjects
Online AccessGet full text

Cover

Loading…
Abstract The specific absorption rate (SAR) estimates the amount of power absorbed by the tissue and is determined by the electrical conductivity and the E-field. Conductivity can be estimated using Electric Properties Tomography (EPT) but only the E-field component associated with <inline-formula><tex-math notation="LaTeX">B_{1}^+</tex-math></inline-formula> can be deduced from <inline-formula><tex-math notation="LaTeX">B_{1}</tex-math></inline-formula>-mapping. Herein, a correction factor was calculated to compensate for the differences between the actual SAR and the one obtained with <inline-formula><tex-math notation="LaTeX">B_{1}^+</tex-math></inline-formula>. Numerical simulations were performed for 27 head models at <inline-formula><tex-math notation="LaTeX">128 \,\mathrm{M}\mathrm{Hz}</tex-math></inline-formula>. Ground-truth local-SAR and 10g-SAR (SAR GT ) were computed using the exact electrical conductivity and the E-field. Estimated local-SAR and 10g-SAR (SAR EST ) were computed using the electrical conductivity obtained with a convection-reaction EPT and the E-field obtained from <inline-formula><tex-math notation="LaTeX">B_{1}^+</tex-math></inline-formula>. Correction factors (CFs) were estimated for gray matter, white matter, and cerebrospinal fluid (CSF). A comparison was performed for different levels of signal-to-noise ratios (SNR). Local-SAR/10g-SAR CF was 3.08 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0/06 / 2.11 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.04 for gray matter, 1.79 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0/05 / 2.06 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.04 for white matter, and 2.59 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0/05 / 1.95 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.03 for CSF. SAR EST without CF were underestimated (ratio across [<inline-formula><tex-math notation="LaTeX">\infty</tex-math></inline-formula> - 25] SNRs: 0.52 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.02 for local-SAR; 0.55 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.01 for 10g-SAR). After correction, SAR EST was equivalent to SAR GT (ratio across [<inline-formula><tex-math notation="LaTeX">\infty</tex-math></inline-formula> - 25] SNRs: 0.97 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.02 for local-SAR; 1.06 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.01 for 10g-SAR). SAR maps based on <inline-formula><tex-math notation="LaTeX">B_{1}^+</tex-math></inline-formula> can be corrected with a correction factor to compensate for potential differences between the actual SAR and the SAR calculated with the E-field derived from <inline-formula><tex-math notation="LaTeX">B_{1}^+</tex-math></inline-formula>.
AbstractList The specific absorption rate (SAR) estimates the amount of power absorbed by the tissue and is determined by the electrical conductivity and the E-field. Conductivity can be estimated using Electric Properties Tomography (EPT) but only the E-field component associated with <inline-formula><tex-math notation="LaTeX">B_{1}^+</tex-math></inline-formula> can be deduced from <inline-formula><tex-math notation="LaTeX">B_{1}</tex-math></inline-formula>-mapping. Herein, a correction factor was calculated to compensate for the differences between the actual SAR and the one obtained with <inline-formula><tex-math notation="LaTeX">B_{1}^+</tex-math></inline-formula>. Numerical simulations were performed for 27 head models at <inline-formula><tex-math notation="LaTeX">128 \,\mathrm{M}\mathrm{Hz}</tex-math></inline-formula>. Ground-truth local-SAR and 10g-SAR (SAR GT ) were computed using the exact electrical conductivity and the E-field. Estimated local-SAR and 10g-SAR (SAR EST ) were computed using the electrical conductivity obtained with a convection-reaction EPT and the E-field obtained from <inline-formula><tex-math notation="LaTeX">B_{1}^+</tex-math></inline-formula>. Correction factors (CFs) were estimated for gray matter, white matter, and cerebrospinal fluid (CSF). A comparison was performed for different levels of signal-to-noise ratios (SNR). Local-SAR/10g-SAR CF was 3.08 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0/06 / 2.11 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.04 for gray matter, 1.79 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0/05 / 2.06 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.04 for white matter, and 2.59 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0/05 / 1.95 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.03 for CSF. SAR EST without CF were underestimated (ratio across [<inline-formula><tex-math notation="LaTeX">\infty</tex-math></inline-formula> - 25] SNRs: 0.52 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.02 for local-SAR; 0.55 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.01 for 10g-SAR). After correction, SAR EST was equivalent to SAR GT (ratio across [<inline-formula><tex-math notation="LaTeX">\infty</tex-math></inline-formula> - 25] SNRs: 0.97 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.02 for local-SAR; 1.06 <inline-formula><tex-math notation="LaTeX">\pm</tex-math></inline-formula> 0.01 for 10g-SAR). SAR maps based on <inline-formula><tex-math notation="LaTeX">B_{1}^+</tex-math></inline-formula> can be corrected with a correction factor to compensate for potential differences between the actual SAR and the SAR calculated with the E-field derived from <inline-formula><tex-math notation="LaTeX">B_{1}^+</tex-math></inline-formula>.
Author Bottauscio, Oriano
Zilberti, Luca
Arduino, Alessandro
Martinez, Jessica A.
Author_xml – sequence: 1
  givenname: Jessica A.
  orcidid: 0000-0002-3274-566X
  surname: Martinez
  fullname: Martinez, Jessica A.
  email: j.martinez@inrim.it
  organization: Istituto Nazionale di Ricerca Metrologica, Torino, Italy
– sequence: 2
  givenname: Alessandro
  orcidid: 0000-0002-4829-5130
  surname: Arduino
  fullname: Arduino, Alessandro
  email: a.arduino@inrim.it
  organization: Istituto Nazionale di Ricerca Metrologica, Torino, Italy
– sequence: 3
  givenname: Oriano
  orcidid: 0000-0002-5437-4396
  surname: Bottauscio
  fullname: Bottauscio, Oriano
  email: o.bottauscio@inrim.it
  organization: Istituto Nazionale di Ricerca Metrologica, Torino, Italy
– sequence: 4
  givenname: Luca
  orcidid: 0000-0002-2382-4710
  surname: Zilberti
  fullname: Zilberti, Luca
  email: l.zilberti@inrim.it
  organization: Istituto Nazionale di Ricerca Metrologica, Torino, Italy
BookMark eNp9kMtqwzAQRUVJoWmaDyh0oX1xKlkPW8skuC8SWuJkWyPLcqrgWEZyCvn7Og9K6aKrmeFyZphzDXq1rTUAtxiNMEbi4TVZzEchCsmIhIRjRi5AP6RcBFHIot5PT8UVGHq_QQjhKA4FpX2wTb5ktZOtsTWUdQGn1jmtjqMt4eTjPphIrws4cdLUMN3lmy4N0kYrUxoF0_ECzmXj4cqbeg2TqkudUbKC78422rVGe7i0W7t2svnc34DLUlZeD891AFaPyXL6HMzenl6m41mgMKMkkJiUEcE05iousCpQzrBGgmiUxyyiggnMkShKTmIq47CIdE4UQkoKxRUvGBkAfNqrnPXe6TJrnNlKt88wyg7KsoOy7KAsOyvrmOgPo0x7FNN2v1f_kncn0mitf11ClDIuyDfVKHr_
CODEN IJERLV
CitedBy_id crossref_primary_10_1002_mrm_29913
crossref_primary_10_1088_1361_6560_ad5070
crossref_primary_10_1016_j_jmmm_2024_171818
crossref_primary_10_1109_ACCESS_2025_3546036
Cites_doi 10.1371/journal.pone.0062663
10.1016/j.neuroimage.2017.03.035
10.1002/mrm.23322
10.1109/TBME.2017.2725140
10.1109/TMI.2017.2738448
10.1002/cmr.b.21319
10.1002/cmr.b.21317
10.1002/mrm.27675
10.1002/mrm.21475
10.1002/mrm.24637
10.1002/mrm.22832
10.1088/0031-9155/55/2/N01
10.1002/mrm.28398
10.1136/bmjhci-2020-100301
10.1002/cmr.b.21279
10.1109/10.827308
10.1109/RBME.2013.2297206
10.1111/jon.12483
10.1080/02656736.2018.1424945
10.1002/mrm.29163
10.1109/10.668756
10.1002/mrm.22948
10.1002/nbm.1406
10.21236/ADA303903
10.1002/mrm.20354
10.1002/jmri.25761
10.1109/TMI.2009.2015757
10.3390/app11073237
10.1109/TMAG.2013.2280523
10.1007/s11517-016-1497-6
10.1088/1742-6596/1911/1/012018
10.1214/aos/1176344552
10.3389/fnhum.2015.00249
ContentType Journal Article
DBID 97E
ESBDL
RIA
RIE
AAYXX
CITATION
DOI 10.1109/JERM.2023.3236153
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE Xplore Open Access Journals
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Physics
EISSN 2469-7257
EndPage 175
ExternalDocumentID 10_1109_JERM_2023_3236153
10044569
Genre orig-research
GrantInformation_xml – fundername: Participating States and European Union's Horizon 2020 Research and Innovation Programme
– fundername: EMPIR Project18HLT05 QUIERO
– fundername: EMPIR Programme
GroupedDBID 0R~
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
AGQYO
AHBIQ
AKJIK
AKQYR
ALMA_UNASSIGNED_HOLDINGS
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
EBS
EJD
ESBDL
IFIPE
JAVBF
OCL
RIA
RIE
AAYXX
CITATION
RIG
ID FETCH-LOGICAL-c1543-a13f731486c8d1cd0b51e093e0b85749591609df6384a82d7eb3c00ca9c6c6d53
IEDL.DBID RIE
ISSN 2469-7249
IngestDate Tue Jul 01 03:13:26 EDT 2025
Thu Apr 24 22:56:48 EDT 2025
Wed Aug 27 02:14:18 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 2
Language English
License https://creativecommons.org/licenses/by/4.0/legalcode
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c1543-a13f731486c8d1cd0b51e093e0b85749591609df6384a82d7eb3c00ca9c6c6d53
ORCID 0000-0002-5437-4396
0000-0002-4829-5130
0000-0002-3274-566X
0000-0002-2382-4710
OpenAccessLink https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/document/10044569
PageCount 8
ParticipantIDs ieee_primary_10044569
crossref_primary_10_1109_JERM_2023_3236153
crossref_citationtrail_10_1109_JERM_2023_3236153
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2023-June
2023-6-00
PublicationDateYYYYMMDD 2023-06-01
PublicationDate_xml – month: 06
  year: 2023
  text: 2023-June
PublicationDecade 2020
PublicationTitle IEEE journal of electromagnetics, RF and microwaves in medicine and biology
PublicationTitleAbbrev JERM
PublicationYear 2023
Publisher IEEE
Publisher_xml – name: IEEE
References ref13
ref35
ref12
ref34
ref37
ref14
ref36
ref31
ref30
ref11
ref33
ref10
ref32
ref1
ref17
ref16
ref19
ref18
(ref2) 2018
hasgall (ref15) 2018
ref24
ref23
ref26
ref25
ref22
ref21
ref27
ref29
ref8
ref7
arduino (ref20) 2022
ref9
ref4
ref3
cloos (ref28) 0; 17
ref6
ref5
References_xml – ident: ref5
  doi: 10.1371/journal.pone.0062663
– ident: ref34
  doi: 10.1016/j.neuroimage.2017.03.035
– ident: ref30
  doi: 10.1002/mrm.23322
– ident: ref12
  doi: 10.1109/TBME.2017.2725140
– ident: ref17
  doi: 10.1109/TMI.2017.2738448
– ident: ref13
  doi: 10.1002/cmr.b.21319
– ident: ref6
  doi: 10.1002/cmr.b.21317
– ident: ref24
  doi: 10.1002/mrm.27675
– ident: ref35
  doi: 10.1002/mrm.21475
– ident: ref37
  doi: 10.1002/mrm.24637
– volume: 17
  year: 0
  ident: ref28
  article-title: Towards direct B$_{1}$ based local SAR estimation
  publication-title: Proc Int Soc Mag Reson Med
– ident: ref29
  doi: 10.1002/mrm.22832
– ident: ref16
  doi: 10.1088/0031-9155/55/2/N01
– ident: ref27
  doi: 10.1002/mrm.28398
– ident: ref32
  doi: 10.1136/bmjhci-2020-100301
– ident: ref7
  doi: 10.1002/cmr.b.21279
– ident: ref4
  doi: 10.1109/10.827308
– ident: ref11
  doi: 10.1109/RBME.2013.2297206
– ident: ref31
  doi: 10.1111/jon.12483
– ident: ref33
  doi: 10.1080/02656736.2018.1424945
– year: 2022
  ident: ref20
  article-title: EPTlib v0.3.1
– ident: ref26
  doi: 10.1002/mrm.29163
– ident: ref21
  doi: 10.1109/10.668756
– ident: ref8
  doi: 10.1002/mrm.22948
– ident: ref14
  doi: 10.1002/nbm.1406
– ident: ref36
  doi: 10.21236/ADA303903
– ident: ref25
  doi: 10.1002/mrm.20354
– ident: ref3
  doi: 10.1002/jmri.25761
– ident: ref10
  doi: 10.1109/TMI.2009.2015757
– year: 2018
  ident: ref2
  publication-title: Medical Electrical Equipment Part 2-33 Particular Requirements for the Basic Safety and Essential Performance of Magnetic Resonance Equipment for Medical Diagnosis
– ident: ref19
  doi: 10.3390/app11073237
– ident: ref18
  doi: 10.1109/TMAG.2013.2280523
– year: 2018
  ident: ref15
  article-title: IT'IS database for thermal and electromagnetic parameters of biological tissues, Version 4.0
– ident: ref9
  doi: 10.1007/s11517-016-1497-6
– ident: ref22
  doi: 10.1088/1742-6596/1911/1/012018
– ident: ref23
  doi: 10.1214/aos/1176344552
– ident: ref1
  doi: 10.3389/fnhum.2015.00249
SSID ssj0001782944
Score 2.2216065
Snippet The specific absorption rate (SAR) estimates the amount of power absorbed by the tissue and is determined by the electrical conductivity and the E-field....
SourceID crossref
ieee
SourceType Enrichment Source
Index Database
Publisher
StartPage 168
SubjectTerms <named-content xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" content-type="math" xlink:type="simple"> <inline-formula> <tex-math notation="LaTeX"> B_{1}</tex-math> </inline-formula> </named-content>-mapping
Ampère's law
Conductivity
electrical conductivity mapping
electrical-properties tomography
Grey matter
Head
head-SAR maps
Magnetic resonance imaging
Signal to noise ratio
specific absorption rate
White matter
Title Evaluation and Correction of B^+-Based Brain Subject-Specific SAR Maps Using Electrical Properties Tomography
URI https://ieeexplore.ieee.org/document/10044569
Volume 7
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LSwMxEA5WELz4rFhf5OBJ2W1qNvs4WqmUQovUFnpy2UyyINoHtb34653JbrUKirdl2UDgy2bmS2a-j7FLZXDX00J5kUUYAh1bT4fIeSLyDwl0aFRMjcLdXtgeBp2RGpXN6q4Xxlrris-sT4_uLt9MYUlHZXWnbqbCpMIqyNyKZq2vAxWMdYkzb71ByudFyCvKW8yGSOqdVr_rk1W4L0luRMlvcWjNWMXFlftd1lvNqCgnefGXC-3D-w-xxn9PeY_tlBkmvy2WxD7bsJMDtuUqPeHtkI1bn_rePJsYfkf2HK65gU9z3ny69poY2AxvkncEx32FDmo8Z1OfPwN_vO3zbjZ7467WgLeciw4BzR_oWH9O-qx8MB2XSthVNrxvDe7aXum54AEmU9LLGjKPJHKkEGLTACO0aliRSCt0rCJkU5hOisTk-NsGWXxjIiTjIARkCYSAyMojtjmZTuwx4xZiiEJQAiKJLDKMQWpjVZapXAYmj2tMrBBIoRQkJ1-M19QRE5GkBFpKoKUlaDV29TlkVqhx_PVxlfBY-7CA4uSX96dsm4YXdWBnbHMxX9pzzDgW-sKttA_lw8_L
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3JTsMwELVYhODCjtjxgRMowanjLEeKisrSCpVW4kQUjx0JQVtU2gtfz4wTVgnELYqSyNJzPPPsmfcYO1QGVz0tlBdbhCHUifV0hJwnJv-QUEdGJdQo3GpHzV54eafuqmZ11wtjrXXFZ9anS3eWb4Ywoa2yE6dupqJ0ms1i4FdB2a71uaWC0S519q01JH1ejMyiOscMRHpy2ei0fDIL9yUJjij5LRJ9sVZxkeV8ibXfx1QWlDz6k7H24fWHXOO_B73MFqsck5-Wk2KFTdnBKptztZ7wssb6jQ-Fb54PDD8jgw7X3sCHBa_fH3t1DG2G18k9guPKQls1njOqLx6A3552eCt_fuGu2oA3nI8OQc1vaGN_RAqtvDvsV1rY66x33uieNb3KdcEDTKeklweyiCWypAgSE4ARWgVWpNIKnagY-RQmlCI1Bf64YZ7UTIx0HISAPIUIEFu5wWYGw4HdZNxCAnEESkAskUdGCUhtrMpzVcjQFMkWE-8IZFBJkpMzxlPmqIlIMwItI9CyCrQtdvTxynOpx_HXw-uEx5cHSyi2f7l_wOab3dZ1dn3RvtphC_Spsipsl82MRxO7h_nHWO-7WfcG6drTFA
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=Evaluation+and+Correction+of+B%5E%2B-Based+Brain+Subject-Specific+SAR+Maps+Using+Electrical+Properties+Tomography&rft.jtitle=IEEE+journal+of+electromagnetics%2C+RF+and+microwaves+in+medicine+and+biology&rft.au=Martinez%2C+Jessica+A.&rft.au=Arduino%2C+Alessandro&rft.au=Bottauscio%2C+Oriano&rft.au=Zilberti%2C+Luca&rft.date=2023-06-01&rft.pub=IEEE&rft.issn=2469-7249&rft.volume=7&rft.issue=2&rft.spage=168&rft.epage=175&rft_id=info:doi/10.1109%2FJERM.2023.3236153&rft.externalDocID=10044569
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2469-7249&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2469-7249&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2469-7249&client=summon