Early detection of high-grade squamous intraepithelial lesions in the cervix with quantitative spectroscopic imaging
Quantitative spectroscopy has recently been extended from a contact-probe to wide-area spectroscopic imaging to enable mapping of optical properties across a wide area of tissue. We train quantitative spectroscopic imaging (QSI) to identify cervical high-grade squamous intraepithelial lesions (HSILs...
Saved in:
Published in | Journal of biomedical optics Vol. 18; no. 7; p. 076013 |
---|---|
Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Society of Photo-Optical Instrumentation Engineers
01.07.2013
|
Subjects | |
Online Access | Get full text |
ISSN | 1083-3668 1560-2281 1560-2281 |
DOI | 10.1117/1.JBO.18.7.076013 |
Cover
Abstract | Quantitative spectroscopy has recently been extended from a contact-probe to wide-area spectroscopic imaging to enable mapping of optical properties across a wide area of tissue. We train quantitative spectroscopic imaging (QSI) to identify cervical high-grade squamous intraepithelial lesions (HSILs) in 34 subjects undergoing the loop electrosurgical excision procedure (LEEP subjects). QSI's performance is then prospectively evaluated on the clinically suspicious biopsy sites from 47 subjects undergoing colposcopic-directed biopsy. The results show the per-subject normalized reduced scattering coefficient at 700 nm (An) and the total hemoglobin concentration are significantly different (p<0.05) between HSIL and non-HSIL sites in LEEP subjects. An alone retrospectively distinguishes HSIL from non-HSIL with 89% sensitivity and 83% specificity. It alone applied prospectively on the biopsy sites distinguishes HSIL from non-HSIL with 81% sensitivity and 78% specificity. The findings of this study agree with those of an earlier contact-probe study, validating the robustness of QSI, and specifically An, for identifying HSIL. The performance of An suggests an easy to use and an inexpensive to manufacture monochromatic instrument is capable of early cervical cancer detection, which could be used as a screening and diagnostic tool for detecting cervical cancer in low resource countries. |
---|---|
AbstractList | Quantitative spectroscopy has recently been extended from a contact-probe to wide-area spectroscopic imaging to enable mapping of optical properties across a wide area of tissue. We train quantitative spectroscopic imaging (QSI) to identify cervical highgrade squamous intraepithelial lesions (HSILs) in 34 subjects undergoing the loop electrosurgical excision procedure (LEEP subjects). QSI's performance is then prospectively evaluated on the clinically suspicious biopsy sites from 47 subjects undergoing colposcopic-directed biopsy. The results show the per-subject normalized reduced scattering coefficient at 700 nm (A sub(n) and the total hemoglobin concentration are significantly different (p < 0.05) between HSIL and non-HSIL site in LEEP subjects. A sub(n)alone retrospectively distinguishes HSIL from non-HSIL with 89% sensitivity and 83% specificity. It alone applied prospectively on the biopsy sites distinguishes HSIL from non-HSIL with 81% sensitivity and 78% specificity. The findings of this study agree with those of an earlier contact-probe study, validating the robustness of QSI, and specifically A sub(n) for identifying HSIL. The performance of A sub(n)suggests an easy to use and an inexpensive to manufacture monochromatic instrument is capable of early cervical cancer detection, which could be used as a screening and diagnostic tool for detecting cervical cancer in low resource countries. Quantitative spectroscopy has recently been extended from a contact-probe to wide-area spectroscopic imaging to enable mapping of optical properties across a wide area of tissue. We train quantitative spectroscopic imaging (QSI) to identify cervical high-grade squamous intraepithelial lesions (HSILs) in 34 subjects undergoing the loop electrosurgical excision procedure (LEEP subjects). QSI's performance is then prospectively evaluated on the clinically suspicious biopsy sites from 47 subjects undergoing colposcopic-directed biopsy. The results show the per-subject normalized reduced scattering coefficient at 700 nm (An) and the total hemoglobin concentration are significantly different (p<0.05) between HSIL and non-HSIL sites in LEEP subjects. An alone retrospectively distinguishes HSIL from non-HSIL with 89% sensitivity and 83% specificity. It alone applied prospectively on the biopsy sites distinguishes HSIL from non-HSIL with 81% sensitivity and 78% specificity. The findings of this study agree with those of an earlier contact-probe study, validating the robustness of QSI, and specifically An, for identifying HSIL. The performance of An suggests an easy to use and an inexpensive to manufacture monochromatic instrument is capable of early cervical cancer detection, which could be used as a screening and diagnostic tool for detecting cervical cancer in low resource countries. Quantitative spectroscopy has recently been extended from a contact-probe to wide-area spectroscopic imaging to enable mapping of optical properties across a wide area of tissue. We train quantitative spectroscopic imaging (QSI) to identify cervical high-grade squamous intraepithelial lesions (HSILs) in 34 subjects undergoing the loop electrosurgical excision procedure (LEEP subjects). QSI's performance is then prospectively evaluated on the clinically suspicious biopsy sites from 47 subjects undergoing colposcopic-directed biopsy. The results show the per-subject normalized reduced scattering coefficient at 700 nm (An) and the total hemoglobin concentration are significantly different (p<0.05) between HSIL and non-HSIL sites in LEEP subjects. An alone retrospectively distinguishes HSIL from non-HSIL with 89% sensitivity and 83% specificity. It alone applied prospectively on the biopsy sites distinguishes HSIL from non-HSIL with 81% sensitivity and 78% specificity. The findings of this study agree with those of an earlier contact-probe study, validating the robustness of QSI, and specifically An, for identifying HSIL. The performance of An suggests an easy to use and an inexpensive to manufacture monochromatic instrument is capable of early cervical cancer detection, which could be used as a screening and diagnostic tool for detecting cervical cancer in low resource countries.Quantitative spectroscopy has recently been extended from a contact-probe to wide-area spectroscopic imaging to enable mapping of optical properties across a wide area of tissue. We train quantitative spectroscopic imaging (QSI) to identify cervical high-grade squamous intraepithelial lesions (HSILs) in 34 subjects undergoing the loop electrosurgical excision procedure (LEEP subjects). QSI's performance is then prospectively evaluated on the clinically suspicious biopsy sites from 47 subjects undergoing colposcopic-directed biopsy. The results show the per-subject normalized reduced scattering coefficient at 700 nm (An) and the total hemoglobin concentration are significantly different (p<0.05) between HSIL and non-HSIL sites in LEEP subjects. An alone retrospectively distinguishes HSIL from non-HSIL with 89% sensitivity and 83% specificity. It alone applied prospectively on the biopsy sites distinguishes HSIL from non-HSIL with 81% sensitivity and 78% specificity. The findings of this study agree with those of an earlier contact-probe study, validating the robustness of QSI, and specifically An, for identifying HSIL. The performance of An suggests an easy to use and an inexpensive to manufacture monochromatic instrument is capable of early cervical cancer detection, which could be used as a screening and diagnostic tool for detecting cervical cancer in low resource countries. Quantitative spectroscopy has recently been extended from a contact-probe to wide-area spectroscopic imaging to enable mapping of optical properties across a wide area of tissue. We train quantitative spectroscopic imaging (QSI) to identify cervical high-grade squamous intraepithelial lesions (HSILs) in 34 subjects undergoing the loop electrosurgical excision procedure (LEEP subjects). QSI's performance is then prospectively evaluated on the clinically suspicious biopsy sites from 47 subjects undergoing colposcopic-directed biopsy. The results show the per-subject normalized reduced scattering coefficient at 700 nm (An) and the total hemoglobin concentration are significantly different (p<0.05) between HSIL and non-HSIL sites in LEEP subjects. An alone retrospectively distinguishes HSIL from non-HSIL with 89% sensitivity and 83% specificity. It alone applied prospectively on the biopsy sites distinguishes HSIL from non-HSIL with 81% sensitivity and 78% specificity. The findings of this study agree with those of an earlier contact-probe study, validating the robustness of QSI, and specifically An, for identifying HSIL. The performance of An suggests an easy to use and an inexpensive to manufacture monochromatic instrument is capable of early cervical cancer detection, which could be used as a screening and diagnostic tool for detecting cervical cancer in low resource countries. Quantitative spectroscopy has recently been extended from a contact-probe to wide-area spectroscopic imaging to enable mapping of optical properties across a wide area of tissue. We train quantitative spectroscopic imaging (QSI) to identify cervical high-grade squamous intraepithelial lesions (HSILs) in 34 subjects undergoing the loop electrosurgical excision procedure (LEEP subjects). QSI’s performance is then prospectively evaluated on the clinically suspicious biopsy sites from 47 subjects undergoing colposcopic-directed biopsy. The results show the per-subject normalized reduced scattering coefficient at 700 nm ( A n ) and the total hemoglobin concentration are significantly different ( p < 0.05 ) between HSIL and non-HSIL sites in LEEP subjects. A n alone retrospectively distinguishes HSIL from non-HSIL with 89% sensitivity and 83% specificity. It alone applied prospectively on the biopsy sites distinguishes HSIL from non-HSIL with 81% sensitivity and 78% specificity. The findings of this study agree with those of an earlier contact-probe study, validating the robustness of QSI, and specifically A n , for identifying HSIL. The performance of A n suggests an easy to use and an inexpensive to manufacture monochromatic instrument is capable of early cervical cancer detection, which could be used as a screening and diagnostic tool for detecting cervical cancer in low resource countries. |
Author | O'Donoghue, Geoff P Dasari, Ramachandra Mirkovic, Jelena Feld, Michael Yu, Chung-Chieh Galindo, Luis de las Morenas, Antonio Lau, Condon Stier, Elizabeth |
Author_xml | – sequence: 1 givenname: Condon surname: Lau fullname: Lau, Condon email: condonlau@ust.hk organization: aMassachusetts Institute of Technology, George R. Harrison Spectroscopy Laboratory, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139 – sequence: 2 givenname: Jelena surname: Mirkovic fullname: Mirkovic, Jelena organization: aMassachusetts Institute of Technology, George R. Harrison Spectroscopy Laboratory, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139 – sequence: 3 givenname: Chung-Chieh surname: Yu fullname: Yu, Chung-Chieh organization: aMassachusetts Institute of Technology, George R. Harrison Spectroscopy Laboratory, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139 – sequence: 4 givenname: Geoff P surname: O'Donoghue fullname: O'Donoghue, Geoff P organization: aMassachusetts Institute of Technology, George R. Harrison Spectroscopy Laboratory, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139 – sequence: 5 givenname: Luis surname: Galindo fullname: Galindo, Luis organization: aMassachusetts Institute of Technology, George R. Harrison Spectroscopy Laboratory, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139 – sequence: 6 givenname: Ramachandra surname: Dasari fullname: Dasari, Ramachandra organization: aMassachusetts Institute of Technology, George R. Harrison Spectroscopy Laboratory, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139 – sequence: 7 givenname: Antonio surname: de las Morenas fullname: de las Morenas, Antonio organization: bBoston Medical Center, Department of Pathology, One Boston Medical Center Place, Boston, Massachusetts 02118 – sequence: 8 givenname: Michael surname: Feld fullname: Feld, Michael organization: aMassachusetts Institute of Technology, George R. Harrison Spectroscopy Laboratory, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139 – sequence: 9 givenname: Elizabeth surname: Stier fullname: Stier, Elizabeth organization: cBoston Medical Center, Department of Obstetrics and Gynecology, One Boston Medical Center Place, Boston, Massachusetts 02118 |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/23843090$$D View this record in MEDLINE/PubMed |
BookMark | eNqFkU9v1DAQxS1URNuFD8AF-cglwY4T27kgldLyR5XKAbhaXmey68obp7azUD49TresoKBysa2Z93sazztGB4MfAKHnlJSUUvGKlh_fXJZUlqIkghPKHqEj2nBSVJWkB_lNJCsY5_IQHcd4RQiRvOVP0GHFZM1IS45QOtPB3eAOEphk_YB9j9d2tS5WQXeA4_WkN36K2A4paBhtWoOz2mEHMavnOs4lbCBs7Xf8LfdxRoZkk052mw3G7Bt8NH60BtuNXtlh9RQ97rWL8OzuXqAv52efT98XF5fvPpyeXBSmaUgqak37dimN7rSAWpK6pxx0b5rKiKbWUkBFWtZ3y1pWIKGhddf3taR0yYkEEGyBXu98x2m5gc7A_AmnxpDnCDfKa6v-7Ax2rVZ-q5ggvM37XKCXdwbBX08Qk9rYaMA5PUDeiqJc0KbhTSv-L2Vt21aNZLP0xe9j7ef5lUoW0J3A5M3FAP1eQomak1dU5eQVlUqoXfKZEfcYc5uBn39m3YNkuSPjaEFd-SkMOZQHga__AvayH3bM5z3qtnoSkjUOPr09_6s9dj37CZDe4Mo |
CitedBy_id | crossref_primary_10_1117_1_JBO_20_12_121303 crossref_primary_10_1002_dc_23445 |
ContentType | Journal Article |
Copyright | 2013 Society of Photo-Optical Instrumentation Engineers (SPIE) 2013 Society of Photo-Optical Instrumentation Engineers (SPIE) 2013 Society of Photo-Optical Instrumentation Engineers |
Copyright_xml | – notice: 2013 Society of Photo-Optical Instrumentation Engineers (SPIE) – notice: 2013 Society of Photo-Optical Instrumentation Engineers (SPIE) 2013 Society of Photo-Optical Instrumentation Engineers |
DBID | AAYXX CITATION CGR CUY CVF ECM EIF NPM 7X8 7SP 7U5 8FD F28 FR3 L7M 5PM |
DOI | 10.1117/1.JBO.18.7.076013 |
DatabaseName | CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed MEDLINE - Academic Electronics & Communications Abstracts Solid State and Superconductivity Abstracts Technology Research Database ANTE: Abstracts in New Technology & Engineering Engineering Research Database Advanced Technologies Database with Aerospace PubMed Central (Full Participant titles) |
DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) MEDLINE - Academic Solid State and Superconductivity Abstracts Engineering Research Database Technology Research Database Advanced Technologies Database with Aerospace ANTE: Abstracts in New Technology & Engineering Electronics & Communications Abstracts |
DatabaseTitleList | Solid State and Superconductivity Abstracts MEDLINE - Academic MEDLINE |
Database_xml | – sequence: 1 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 – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering Biology Physics |
EISSN | 1560-2281 |
EndPage | 076013 |
ExternalDocumentID | PMC3706901 23843090 10_1117_1_JBO_18_7_076013 |
Genre | Journal Article Research Support, N.I.H., Extramural |
GrantInformation_xml | – fundername: National Institutes of Health grantid: R01 CA097966; P41 RR02594 – fundername: NCI NIH HHS grantid: R01 CA097966 – fundername: NCRR NIH HHS grantid: P41 RR02594 – fundername: NCRR NIH HHS grantid: P41 RR002594 – fundername: NIBIB NIH HHS grantid: P41 EB015871 |
GroupedDBID | - 0R 29J 4.4 53G 5GY ABPTK ACGFS AENEX ALMA_UNASSIGNED_HOLDINGS CS3 DU5 EBS EJD F5P FQ0 GROUPED_DOAJ HYE HZ M4W M4X NU. O9- OK1 P2P RNS RPM SPBNH UNR UPT UT2 W2D --- 0R~ AAFWJ AAYXX ACBEA ACGFO AFPKN AKROS CITATION HZ~ PBYJJ YQT ADBBV AEUYN AFKRA BBNVY BCNDV BENPR BHPHI CCPQU CGR CUY CVF ECM EIF EMOBN HCIFZ M7P NPM PHGZT PIMPY 7X8 7SP 7U5 8FD F28 FR3 L7M 5PM |
ID | FETCH-LOGICAL-c550t-4a1f9b8cada7e4804f16eafc52c754a87e2093fdb482e8e514dff4811b608ee73 |
ISSN | 1083-3668 1560-2281 |
IngestDate | Thu Aug 21 18:12:29 EDT 2025 Thu Jul 10 21:22:27 EDT 2025 Fri Jul 11 09:29:50 EDT 2025 Thu Apr 03 07:01:50 EDT 2025 Thu Apr 24 23:02:28 EDT 2025 Tue Jul 01 03:17:08 EDT 2025 Fri May 31 16:21:59 EDT 2019 Fri Jan 15 20:10:20 EST 2021 |
IsDoiOpenAccess | false |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 7 |
Keywords | dysplasia cervix cancer spectroscopy imaging |
Language | English |
License | 0091-3286/2013/$25.00 © 2013 SPIE |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c550t-4a1f9b8cada7e4804f16eafc52c754a87e2093fdb482e8e514dff4811b608ee73 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Present affiliation: Hong Kong University of Science and Technology, Division of Biomedical Engineering, Kowloon, Hong Kong SAR, China. Author is deceased. Present affiliation: Brigham and Women’s Hospital, Department of Pathology, Boston, Massachusetts 02115. Present affiliation: University of California, Department of Chemistry, Berkeley, California 94709. Present affiliation: Canon U.S.A., Inc., Optics Research Laboratory, 9030 South Rita Road, Suite 302, Tucson, Arizona 85747. |
OpenAccessLink | https://www.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-18/issue-7/076013/Early-detection-of-high-grade-squamous-intraepithelial-lesions-in-the/10.1117/1.JBO.18.7.076013.pdf |
PMID | 23843090 |
PQID | 1399925837 |
PQPubID | 23479 |
PageCount | 1 |
ParticipantIDs | crossref_primary_10_1117_1_JBO_18_7_076013 pubmedcentral_primary_oai_pubmedcentral_nih_gov_3706901 pubmed_primary_23843090 crossref_citationtrail_10_1117_1_JBO_18_7_076013 spie_journals_10_1117_1_JBO_18_7_076013 proquest_miscellaneous_1399925837 proquest_miscellaneous_1671556597 |
ProviderPackageCode | FQ0 SPBNH UT2 CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2013-07-01 |
PublicationDateYYYYMMDD | 2013-07-01 |
PublicationDate_xml | – month: 07 year: 2013 text: 2013-07-01 day: 01 |
PublicationDecade | 2010 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States |
PublicationTitle | Journal of biomedical optics |
PublicationTitleAlternate | J. Biomed. Opt |
PublicationYear | 2013 |
Publisher | Society of Photo-Optical Instrumentation Engineers |
Publisher_xml | – name: Society of Photo-Optical Instrumentation Engineers |
SSID | ssj0008696 |
Score | 2.061811 |
Snippet | Quantitative spectroscopy has recently been extended from a contact-probe to wide-area spectroscopic imaging to enable mapping of optical properties across a... |
SourceID | pubmedcentral proquest pubmed crossref spie |
SourceType | Open Access Repository Aggregation Database Index Database Enrichment Source Publisher |
StartPage | 076013 |
SubjectTerms | Adult Bayes Theorem Cancer Cervix Uteri Female Hemoglobin Humans Image Interpretation, Computer-Assisted - methods Imaging Lesions Optical properties Research Papers: Imaging Robustness Sensitivity and Specificity Spectroscopy Spectrum Analysis - methods Trains Uterine Cervical Dysplasia - diagnosis Uterine Cervical Dysplasia - pathology Uterine Cervical Neoplasms - diagnosis Uterine Cervical Neoplasms - pathology |
Title | Early detection of high-grade squamous intraepithelial lesions in the cervix with quantitative spectroscopic imaging |
URI | http://www.dx.doi.org/10.1117/1.JBO.18.7.076013 https://www.ncbi.nlm.nih.gov/pubmed/23843090 https://www.proquest.com/docview/1399925837 https://www.proquest.com/docview/1671556597 https://pubmed.ncbi.nlm.nih.gov/PMC3706901 |
Volume | 18 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwELaqIiQ4ICiv5SUjISFRJeRpO0doqUpF2R5aqZwi23HYiDYJ3awE_ZX8JMaPpNluqYBLtHKcdTbz7XhmMvMNQq9SEUcsJMKLUsG8pIwjL-Oh8IhIYyWZLAqqq5H3P5Pdo2TvOD1eW_s1ylpadMKX51fWlfyPVGEM5KqrZP9BssOXwgB8BvnCESQMx7-SsWUnLlSn5GD4gbPtfT3jhdqcf19w7dhrSogzrlpdfXGiA-Qnat4nkGuzU2p18cNGZOGS2pSd6YQiU4Wp2S6btpKb1alpaPQHa9aW8RuJN203SqH_xBcmGGvahgzirc6-NaCjbH4NbHzD5vDFzp6BDvK2ZpUaotXTPi0j225q3WdYuZB-WW4e-OPghW4kQcfBiz4zVaf7zZqu8aatjeB_NPS5p678qh7IGUcBzBCMRy8mtimPr5z6JoEXRbYJzKp-X7is5Cu2DUM84O-9n_oh86mv31faGtkRjNpTgyMwcpI4sE1OL3F1H-xvxVRzP4M_fiOiYM318SNnGzBiOsYN9-7es8P6b1dW1zzVbqllo2nFE1pN6F2ft5UaGUqHd9Edhwn8zsL1HlpT9Qa6aXue_txAt0cMmDBuMpDl_D7qDJjxAGbclPgCzLgHM74EZuzADOMYhrAFM9ZgxmMw4yUwYwfmB-ho58Ph1q7nWoJ4Elzpzkt4WGaCSV5wqhIWJGVIFC9lGkmaJpxRFQVZXBYiYZFiCryBoiwTFoaCBEwpGj9E63VTq8cIUxmKlHOhnYqEyVQEXJURAQOAUBUSOUFB_8xz6fjydduWk9z6zTQPc5BYHrKc5lZiE_RmuKS1ZDHXTX7ZCzIHla7f0_FawYPMwSnLsihlMb1mDqHgCZA0gzmPrPCHJXvUTBBdgsUwQVPKL5-pq5mhlnfonaDXGkC503Xz637FdHnmcP68auF4aboZdQA82N5ZOd0W5ZP_vuun6NaFjnmG1kGDqOfgMnTihfkX_gZ5IRrQ |
linkProvider | National Library of Medicine |
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=Early+detection+of+high-grade+squamous+intraepithelial+lesions+in+the+cervix+with+quantitative+spectroscopic+imaging&rft.jtitle=Journal+of+biomedical+optics&rft.au=Lau%2C+Condon&rft.au=Mirkovic%2C+Jelena&rft.au=Yu%2C+Chung-Chieh&rft.au=O%E2%80%99Donoghue%2C+Geoff+P.&rft.date=2013-07-01&rft.pub=Society+of+Photo-Optical+Instrumentation+Engineers&rft.issn=1083-3668&rft.eissn=1560-2281&rft.volume=18&rft.issue=7&rft_id=info:doi/10.1117%2F1.JBO.18.7.076013&rft_id=info%3Apmid%2F23843090&rft.externalDocID=PMC3706901 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1083-3668&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1083-3668&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1083-3668&client=summon |