The Cole relaxation frequency as a parameter to identify cancer in breast tissue
Purpose: To correlate the Cole relaxation frequencies obtained from measurements of the electrical properties of breast tissue to the presence or absence of cancer. Methods: Four-lead impedance measurements were obtained onex vivo specimens extracted during surgery from 187 volunteer patients. Data...
Saved in:
Published in: | Medical physics (Lancaster) Vol. 39; no. 7; pp. 4167 - 4174 |
---|---|
Main Authors: | , , , , , |
Format: | Journal Article |
Language: | English |
Published: |
United States
American Association of Physicists in Medicine
01-07-2012
|
Subjects: | |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Abstract | Purpose:
To correlate the Cole relaxation frequencies obtained from measurements of the electrical properties of breast tissue to the presence or absence of cancer.
Methods:
Four-lead impedance measurements were obtained onex vivo specimens extracted during surgery from 187 volunteer patients. Data were acquired with a commercial Solartron impedance bridge employing 4-lead Ag–AgCl or blackened platinum (BPt) electrodes at frequencies logarithmically spaced from 1 Hz to 3.2 × 107 Hz utilizing 6–10 frequencies per decade. The Cole frequencies obtained from these measurements were correlated with the tissue health status (cancer or noncancer) obtained from histological analysis of the specimens.
Results:
Analysis of the impedance measurements showed that the Cole relaxation frequencies correlated to the presence or absence of cancer in the examined tissue with a sensitivity up to 100% (95% CI, 99%–100%) and a specificity up to 85% (95% CI, 79%–91%) based on the ROC curve of the data with the Cole frequency as the classifier.
Conclusions:
The results show that the Cole frequency alone is a viable classifier for malignant breast anomalies. Results of the current work are consistent with recent bioimpedance measurements on single cell and cell suspension breast cell lines. |
---|---|
AbstractList | To correlate the Cole relaxation frequencies obtained from measurements of the electrical properties of breast tissue to the presence or absence of cancer.
Four-lead impedance measurements were obtained on ex vivo specimens extracted during surgery from 187 volunteer patients. Data were acquired with a commercial Solartron impedance bridge employing 4-lead Ag-AgCl or blackened platinum (BPt) electrodes at frequencies logarithmically spaced from 1 Hz to 3.2 × 10(7) Hz utilizing 6-10 frequencies per decade. The Cole frequencies obtained from these measurements were correlated with the tissue health status (cancer or noncancer) obtained from histological analysis of the specimens.
Analysis of the impedance measurements showed that the Cole relaxation frequencies correlated to the presence or absence of cancer in the examined tissue with a sensitivity up to 100% (95% CI, 99%-100%) and a specificity up to 85% (95% CI, 79%-91%) based on the ROC curve of the data with the Cole frequency as the classifier.
The results show that the Cole frequency alone is a viable classifier for malignant breast anomalies. Results of the current work are consistent with recent bioimpedance measurements on single cell and cell suspension breast cell lines. PURPOSETo correlate the Cole relaxation frequencies obtained from measurements of the electrical properties of breast tissue to the presence or absence of cancer.METHODSFour-lead impedance measurements were obtained on ex vivo specimens extracted during surgery from 187 volunteer patients. Data were acquired with a commercial Solartron impedance bridge employing 4-lead Ag-AgCl or blackened platinum (BPt) electrodes at frequencies logarithmically spaced from 1 Hz to 3.2 × 10(7) Hz utilizing 6-10 frequencies per decade. The Cole frequencies obtained from these measurements were correlated with the tissue health status (cancer or noncancer) obtained from histological analysis of the specimens.RESULTSAnalysis of the impedance measurements showed that the Cole relaxation frequencies correlated to the presence or absence of cancer in the examined tissue with a sensitivity up to 100% (95% CI, 99%-100%) and a specificity up to 85% (95% CI, 79%-91%) based on the ROC curve of the data with the Cole frequency as the classifier.CONCLUSIONSThe results show that the Cole frequency alone is a viable classifier for malignant breast anomalies. Results of the current work are consistent with recent bioimpedance measurements on single cell and cell suspension breast cell lines. Purpose: To correlate the Cole relaxation frequencies obtained from measurements of the electrical properties of breast tissue to the presence or absence of cancer. Methods: Four-lead impedance measurements were obtained onex vivo specimens extracted during surgery from 187 volunteer patients. Data were acquired with a commercial Solartron impedance bridge employing 4-lead Ag–AgCl or blackened platinum (BPt) electrodes at frequencies logarithmically spaced from 1 Hz to 3.2 × 107 Hz utilizing 6–10 frequencies per decade. The Cole frequencies obtained from these measurements were correlated with the tissue health status (cancer or noncancer) obtained from histological analysis of the specimens. Results: Analysis of the impedance measurements showed that the Cole relaxation frequencies correlated to the presence or absence of cancer in the examined tissue with a sensitivity up to 100% (95% CI, 99%–100%) and a specificity up to 85% (95% CI, 79%–91%) based on the ROC curve of the data with the Cole frequency as the classifier. Conclusions: The results show that the Cole frequency alone is a viable classifier for malignant breast anomalies. Results of the current work are consistent with recent bioimpedance measurements on single cell and cell suspension breast cell lines. |
Author | Mikkelson, W. M. Shell, J. Tjoe, J. A. Marx, J. J. Gregory, W. D. Gregory, C. W. |
Author_xml | – sequence: 1 givenname: W. D. surname: Gregory fullname: Gregory, W. D. email: wdguwm@aol.com organization: College of Engineering and Applied Sciences and College of Health Sciences, University of Wisconsin, Milwaukee, Wisconsin 53211 and NovaScan, LLC, Milwaukee, Wisconsin 53233 – sequence: 2 givenname: J. J. surname: Marx fullname: Marx, J. J. organization: Aurora Health Care, Milwaukee, Wisconsin 53233 – sequence: 3 givenname: C. W. surname: Gregory fullname: Gregory, C. W. organization: NovaScan, LLC, Milwaukee, Wisconsin 53233 – sequence: 4 givenname: W. M. surname: Mikkelson fullname: Mikkelson, W. M. organization: Aurora Health Care, Milwaukee, Wisconsin 53233 – sequence: 5 givenname: J. A. surname: Tjoe fullname: Tjoe, J. A. organization: Aurora Health Care, Milwaukee, Wisconsin 53233 – sequence: 6 givenname: J. surname: Shell fullname: Shell, J. organization: NovaScan, LLC, Milwaukee, Wisconsin 53233 |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/22830750$$D View this record in MEDLINE/PubMed |
BookMark | eNp90M1LwzAYx_EgE_eiB_8ByVGF6pOkWdKjDN9g4g7zXNL0CUa6diaduv_e6qZ4madA-PBN-A1Jr25qJOSYwQVjTF-yi1RxyRTfIwOeKpGkHLIeGQBkacJTkH0yjPEFAMZCwgHpc64FKAkDMps_I500FdKAlfkwrW9q6gK-rrC2a2oiNXRpgllgi4G2DfUl1q13a2pNbbsrX9MioIktbX2MKzwk-85UEY-254g83VzPJ3fJ9PH2fnI1TazIBE9SrcZCZ846p6w0kpWoHc8UmrTgWqdaSnC6yFRW6sJxJ6RUrGAaxkq6ogQxIqeb7jI03Wdjmy98tFhVpsZmFXMGAkCNIVMdPdtQG5oYA7p8GfzChHWH8q8Bc5ZvB-zsyTa7KhZY_sqfxTqQbMC7r3C9u5Q_zLbB842P1rff8_77-k781oQ_8WXpxCfkhpUS |
CODEN | MPHYA6 |
CitedBy_id | crossref_primary_10_1088_2057_1976_aaad81 crossref_primary_10_1002_elan_201900576 crossref_primary_10_1080_15368378_2020_1737804 crossref_primary_10_1002_lsm_22654 crossref_primary_10_1109_JETCAS_2013_2265797 crossref_primary_10_1080_08941939_2018_1446106 crossref_primary_10_1109_TIM_2024_3418087 crossref_primary_10_1002_smll_202308805 crossref_primary_10_1016_j_bios_2018_06_016 crossref_primary_10_1109_JTEHM_2017_2757471 crossref_primary_10_1080_08941939_2017_1394403 crossref_primary_10_2196_35346 crossref_primary_10_1016_j_bbe_2013_10_004 crossref_primary_10_2478_joeb_2021_0005 crossref_primary_10_1002_mp_13474 crossref_primary_10_1007_s10439_018_2032_8 crossref_primary_10_1016_j_heliyon_2024_e28723 crossref_primary_10_1016_j_measurement_2014_09_013 crossref_primary_10_1007_s00253_022_11768_7 crossref_primary_10_1007_s10544_015_9977_2 crossref_primary_10_1186_s41231_024_00172_0 crossref_primary_10_1021_acsmeasuresciau_2c00033 crossref_primary_10_1186_s12967_020_02395_9 crossref_primary_10_3390_s20185160 crossref_primary_10_1109_JSEN_2017_2710146 |
Cites_doi | 10.1093/biomet/66.3.605 10.1088/0031‐9155/52/20/002 10.1088/0031‐9155/41/11/001 10.1111/j.1749‐6632.1999.tb09446.x 10.1088/0967‐3334/30/6/S08 10.1158/1078‐0432.CCR‐06‐1346 10.1088/0031‐9155/41/11/003 10.1080/01621459.1926.10502161 10.1002/9780470316849 10.1007/BF02347692 10.1088/1742‐6596/224/1/012081 10.1088/0031‐9155/52/22/003 10.1111/j.1749‐6632.1999.tb09447.x 10.1016/B978-1-4832-3111-2.50008-0 10.1063/1.1750906 10.1158/0008‐5472.CAN‐08‐3895 10.1148/radiol.2432060286 10.1007/BF02344684 10.1088/0031‐9155/52/10/001 10.1111/j.1749‐6632.1968.tb20349.x 10.1083/jcb.200611141 10.1109/TBME.2007.903516 10.1111/j.1749‐6632.1999.tb09448.x |
ContentType | Journal Article |
Copyright | American Association of Physicists in Medicine 2012 American Association of Physicists in Medicine |
Copyright_xml | – notice: American Association of Physicists in Medicine – notice: 2012 American Association of Physicists in Medicine |
DBID | CGR CUY CVF ECM EIF NPM AAYXX CITATION 7X8 |
DOI | 10.1118/1.4725172 |
DatabaseName | Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed CrossRef MEDLINE - Academic |
DatabaseTitle | MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) CrossRef MEDLINE - Academic |
DatabaseTitleList | MEDLINE MEDLINE - Academic |
Database_xml | – sequence: 1 dbid: ECM name: MEDLINE url: https://search.ebscohost.com/login.aspx?direct=true&db=cmedm&site=ehost-live sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Medicine Physics |
EISSN | 2473-4209 |
EndPage | 4174 |
ExternalDocumentID | 10_1118_1_4725172 22830750 MP5172 |
Genre | article Research Support, U.S. Gov't, Non-P.H.S Research Support, Non-U.S. Gov't Journal Article |
GrantInformation_xml | – fundername: NSF grantid: 1058413 – fundername: NSF grantid: 0944454 – fundername: NSF funderid: 1058413 – fundername: NSF funderid: 0944454 |
GroupedDBID | --- --Z -DZ .GJ 0R~ 1OB 1OC 29M 2WC 33P 36B 3O- 4.4 476 53G 5GY 5RE 5VS AAHHS AANLZ AAQQT AASGY AAXRX AAZKR ABCUV ABEFU ABFTF ABJNI ABLJU ABQWH ABTAH ABXGK ACAHQ ACBEA ACCFJ ACCZN ACGFO ACGFS ACGOF ACPOU ACSMX ACXBN ACXQS ADBBV ADBTR ADKYN ADOZA ADXAS ADZMN AEEZP AEGXH AEIGN AENEX AEQDE AEUYR AFBPY AFFPM AHBTC AIACR AIAGR AIURR AIWBW AJBDE ALMA_UNASSIGNED_HOLDINGS ALUQN AMYDB ASPBG BFHJK C45 CS3 DCZOG DRFUL DRMAN DRSTM DU5 EBD EBS EJD EMB EMOBN F5P G8K HDBZQ HGLYW I-F KBYEO LATKE LEEKS LOXES LUTES LYRES MEWTI O9- OVD P2P P2W PALCI PHY RJQFR RNS ROL SAMSI SUPJJ SV3 TEORI TN5 TWZ USG WOHZO WXSBR XJT ZGI ZVN ZXP ZY4 ZZTAW AITYG CGR CUY CVF ECM EIF NPM AAMNL AAYXX ABDPE CITATION 7X8 |
ID | FETCH-LOGICAL-c3932-4876389fcff7c5a51de8f297ea4b28848550f8b979d8bf2f35571b180675fbd03 |
IEDL.DBID | 33P |
ISSN | 0094-2405 |
IngestDate | Sat Aug 17 01:23:40 EDT 2024 Thu Nov 21 23:57:30 EST 2024 Sat Sep 28 07:52:49 EDT 2024 Sat Aug 24 01:03:34 EDT 2024 Fri Jun 21 00:28:32 EDT 2024 Sun Jul 14 10:05:21 EDT 2019 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 7 |
Keywords | bioimpedance relaxation frequency breast cancer Cole–Cole biomedical |
Language | English |
License | 0094-2405/2012/39(7)/4167/8/$30.00 |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c3932-4876389fcff7c5a51de8f297ea4b28848550f8b979d8bf2f35571b180675fbd03 |
Notes | wdguwm@aol.com Author to whom correspondence should be addressed. Electronic mail ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
PMID | 22830750 |
PQID | 1030076097 |
PQPubID | 23479 |
PageCount | 8 |
ParticipantIDs | scitation_primary_10_1118_1_4725172 crossref_primary_10_1118_1_4725172 wiley_primary_10_1118_1_4725172_MP5172 pubmed_primary_22830750 proquest_miscellaneous_1030076097 |
PublicationCentury | 2000 |
PublicationDate | July 2012 |
PublicationDateYYYYMMDD | 2012-07-01 |
PublicationDate_xml | – month: 07 year: 2012 text: July 2012 |
PublicationDecade | 2010 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States |
PublicationTitle | Medical physics (Lancaster) |
PublicationTitleAlternate | Med Phys |
PublicationYear | 2012 |
Publisher | American Association of Physicists in Medicine |
Publisher_xml | – name: American Association of Physicists in Medicine |
References | Halter, Zhou, Meaney, Hartov, Barth, Rosenkranz, Wells, Kogel, Borsic, Rizzo, Paulsen (c15) 2009; 30 Schwan (c20) 1968; 148 Hagness, Lazebnik, McCartney, Popovic, Watkins, Lindstrom, Harter, Sewall, Magliocco, Booske, Okoniewski (c16) 2007; 52 Han, Yang, Frazier (c29) 2007; 13 Scott (c26) 1979; 66 Gabriel, Gabriel, Corthout (c3) 1996; 41 Lazebnik, McCartney, Popovic, Watkins, Lindstrom, Harter, Sewall, Magliocco, Booske, Okoniewski, Hagness (c17) 2007; 52 Estrela da Silva, Marques de Sá, Jossinet (c12) 2000; 38 Chauveau, Hamzaoui, Rochaix, Rigaud, Voigt, Morucci (c9) 1999; 873 Stoneman, Kosempa, Gregory, Gregory, Marx, Mikkelson, Tjoe, Raicu (c21) 2007; 52 Schwan (c5) 1957; V Jossinett, Schmitt (c8) 1999; 873 Halter, Hartov, Paulsen (c14) 2008; 55 Haemmerich, Ozkan, Tsai, Staetlin, Tungjitkusolmun, Mahvi, Webster (c19) 2002; 40 Cole, Cole (c1) 1941; 9 Gabriel, Lau, Gabriel (c4) 1996; 41 Sturges (c24) 1926; 21 Subramanian, Roy, Pradahan, Goldberg, Muldoon, Brand, Sturgis, Hensing, Ray, Bogojevic, Mohammed, Chang, Backman (c31) 2009; 69 Qiao, Duan, Chatwin, Sinclair, Wang (c30) 2010; 224 Poplack, Tosteson, Wells, Pogue, Meaney, Hartov, Kogel, Soho, Gibson, Paulsen (c13) 2007; 243 Casas, Bragos, Riu, Rosell, Tresanchez, Warren, Rodriguez-Sinovas, Carreno, Cinca (c18) 1999; 873 Cumming, Fidler, Vaux (c28) 2007; 77 2009; 69 2009; 30 1941; 9 2000; 38 2011 2010 2002; 40 1968; 148 2010; 224 2007; 243 2008 1996; 41 1926; 21 1999; 873 2008; 55 1992 1981 2007; 52 1979; 66 2007; 77 2007; 13 1957; V 1944 Freedman D. (e_1_2_3_28_1) 1981 Cole K. (e_1_2_3_3_1) 1944 Wang K. (e_1_2_3_12_1) 2008 e_1_2_3_2_1 e_1_2_3_6_1 e_1_2_3_16_1 e_1_2_3_5_1 e_1_2_3_17_1 e_1_2_3_4_1 e_1_2_3_18_1 e_1_2_3_19_1 e_1_2_3_9_1 e_1_2_3_13_1 e_1_2_3_8_1 e_1_2_3_14_1 Wang C. (e_1_2_3_11_1) 2010 e_1_2_3_15_1 e_1_2_3_30_1 e_1_2_3_31_1 e_1_2_3_10_1 e_1_2_3_32_1 e_1_2_3_27_1 e_1_2_3_29_1 e_1_2_3_23_1 Kloesgen B. (e_1_2_3_7_1) 2011 e_1_2_3_24_1 e_1_2_3_25_1 e_1_2_3_26_1 e_1_2_3_20_1 e_1_2_3_21_1 e_1_2_3_22_1 |
References_xml | – volume: 9 start-page: 341 year: 1941 ident: c1 article-title: Dispersion and absorption in dielectrics publication-title: J. Chem. Phys. contributor: fullname: Cole – volume: 52 start-page: 2637 year: 2007 ident: c17 article-title: A large-scale study of the ultrawideband microwave dielectric properties of normal breast tissue obtained from reduction surgeries publication-title: Phys. Med. Biol. contributor: fullname: Hagness – volume: 77 start-page: 7 year: 2007 ident: c28 article-title: Error bars in experimental biology publication-title: J. Cell Biol. contributor: fullname: Vaux – volume: 52 start-page: 6589 year: 2007 ident: c21 article-title: Correction of electrode polarization contributions to the dielectric properties of normal and cancerous breast tissues at audio/radiofrequencies publication-title: Biol. Med. Phys. contributor: fullname: Raicu – volume: 13 start-page: 139 year: 2007 ident: c29 article-title: Quantification of the heterogeneity in breast cancer cell lines using whole-cell impedance spectroscopy publication-title: Clin. Cancer Res. contributor: fullname: Frazier – volume: 873 start-page: 42 year: 1999 ident: c9 article-title: discrimination between normal and pathological tissues in human breast surgical biopsies using bioimpedance spectroscopy publication-title: Ann. N.Y. Acad. Sci. contributor: fullname: Morucci – volume: 21 start-page: 65 year: 1926 ident: c24 article-title: The choice of a class interval publication-title: J. Am. Stat. Assoc. contributor: fullname: Sturges – volume: 30 start-page: S121 year: 2009 ident: c15 article-title: The correlation of and tissue dielectric properties to validate electromagnetic breast imaging: Initial clinical experience publication-title: Physiol. Meas. contributor: fullname: Paulsen – volume: 69 start-page: 5357 year: 2009 ident: c31 article-title: Nanoscale cellular changes in field carcinogenesis detected by partial wave spectroscopy publication-title: Cancer Res. contributor: fullname: Backman – volume: 224 start-page: 012081 year: 2010 ident: c30 article-title: Electrical properties of breast cancer cells from impedance measurements of cell suspensions publication-title: J. Phys.: Conf. Ser. contributor: fullname: Wang – volume: 41 start-page: 2271 year: 1996 ident: c4 article-title: The dielectric properties of biological tissues. III. Parametric models for the dielectric spectrum of tissues publication-title: Phys. Med. Biol. contributor: fullname: Gabriel – volume: 55 start-page: 650 year: 2008 ident: c14 article-title: A broadband high-frequency electrical impedance tomography system for breast imaging publication-title: IEEE Trans. Biomed. Eng. contributor: fullname: Paulsen – volume: 873 start-page: 30 year: 1999 ident: c8 article-title: A review of parameters for the bioelectrical characterization of breast tissue publication-title: Ann. N.Y. Acad. Sci. contributor: fullname: Schmitt – volume: 52 start-page: 6093 year: 2007 ident: c16 article-title: A large-scale study of the ultrawideband microwave dielectric properties of normal, benign and malignant breast tissues obtained from cancer surgeries publication-title: Phys. Med. Biol. contributor: fullname: Okoniewski – volume: 38 start-page: 26 year: 2000 ident: c12 article-title: Classification of breast tissue by electrical impedance spectroscopy publication-title: Med. Biol. Eng. Comput. contributor: fullname: Jossinet – volume: 40 start-page: 29 year: 2002 ident: c19 article-title: Changes in electrical resistivity of swine liver after occlusion and postmortem publication-title: Med. Biol. Eng. Comput. contributor: fullname: Webster – volume: 243 start-page: 350 year: 2007 ident: c13 article-title: Electromagnetic breast imaging: Results of a pilot study in women with abnormal mammograms publication-title: Radiology contributor: fullname: Paulsen – volume: 41 start-page: 2231 year: 1996 ident: c3 article-title: The dielectric properties of biological tissues. 1. Literature survey publication-title: Phys. Med. Biol. contributor: fullname: Corthout – volume: 873 start-page: 51 year: 1999 ident: c18 article-title: and ischemic tissue characterization using electrical impedance spectroscopy publication-title: Ann. N. Y. Acad. Sci. contributor: fullname: Cinca – volume: V start-page: 147 year: 1957 ident: c5 article-title: Electrical properties of tissue and cell suspensions publication-title: Adv. Biol. Med. Phys. contributor: fullname: Schwan – volume: 66 start-page: 605 year: 1979 ident: c26 article-title: On optimal and data-based histograms publication-title: Biometrika contributor: fullname: Scott – volume: 148 start-page: 191 year: 1968 ident: c20 article-title: Electrode polarization impedance and measurements in biological materials publication-title: Ann. N. Y. Acad. Sci. contributor: fullname: Schwan – volume: 243 start-page: 350 year: 2007 end-page: 359 article-title: Electromagnetic breast imaging: Results of a pilot study in women with abnormal mammograms publication-title: Radiology – volume: 21 start-page: 65 year: 1926 end-page: 66 article-title: The choice of a class interval publication-title: J. Am. Stat. Assoc. – start-page: 453 year: 1981 end-page: 476 article-title: On the histogram as a density estimator: L theory – volume: 55 start-page: 650 year: 2008 end-page: 659 article-title: A broadband high‐frequency electrical impedance tomography system for breast imaging publication-title: IEEE Trans. Biomed. Eng. – volume: 77 start-page: 7 issue: 1 year: 2007 end-page: 11 article-title: Error bars in experimental biology publication-title: J. Cell Biol. – volume: 873 start-page: 51 year: 1999 end-page: 58 article-title: and ischemic tissue characterization using electrical impedance spectroscopy publication-title: Ann. N. Y. Acad. Sci. – volume: 148 start-page: 191 issue: 1 year: 1968 end-page: 209 article-title: Electrode polarization impedance and measurements in biological materials publication-title: Ann. N. Y. Acad. Sci. – volume: 873 start-page: 42 year: 1999 end-page: 50 article-title: discrimination between normal and pathological tissues in human breast surgical biopsies using bioimpedance spectroscopy publication-title: Ann. N.Y. Acad. Sci. – volume: 52 start-page: 2637 year: 2007 end-page: 2656 article-title: A large‐scale study of the ultrawideband microwave dielectric properties of normal breast tissue obtained from reduction surgeries publication-title: Phys. Med. Biol. – volume: 52 start-page: 6589 year: 2007 end-page: 6604 article-title: Correction of electrode polarization contributions to the dielectric properties of normal and cancerous breast tissues at audio/radiofrequencies publication-title: Biol. Med. Phys. – year: 1992 – year: 2010 – start-page: 922 year: 2010 end-page: 926 – volume: 30 start-page: S121 year: 2009 end-page: S136 article-title: The correlation of and tissue dielectric properties to validate electromagnetic breast imaging: Initial clinical experience publication-title: Physiol. Meas. – volume: 66 start-page: 605 year: 1979 end-page: 610 article-title: On optimal and data‐based histograms publication-title: Biometrika – start-page: 344 year: 1944 end-page: 348 article-title: Electrical physiology: Electrical resistance and impedance of cells and tissues – volume: 9 start-page: 341 year: 1941 end-page: 351 article-title: Dispersion and absorption in dielectrics publication-title: J. Chem. Phys. – volume: 13 start-page: 139 year: 2007 end-page: 148 article-title: Quantification of the heterogeneity in breast cancer cell lines using whole‐cell impedance spectroscopy publication-title: Clin. Cancer Res. – volume: 873 start-page: 30 year: 1999 end-page: 41 article-title: A review of parameters for the bioelectrical characterization of breast tissue publication-title: Ann. N.Y. Acad. Sci. – volume: 38 start-page: 26 year: 2000 end-page: 30 article-title: Classification of breast tissue by electrical impedance spectroscopy publication-title: Med. Biol. Eng. Comput. – volume: 52 start-page: 6093 year: 2007 end-page: 6115 article-title: A large‐scale study of the ultrawideband microwave dielectric properties of normal, benign and malignant breast tissues obtained from cancer surgeries publication-title: Phys. Med. Biol. – volume: V start-page: 147 year: 1957 end-page: 209 article-title: Electrical properties of tissue and cell suspensions publication-title: Adv. Biol. Med. Phys. – start-page: 241 year: 2011 end-page: 264 article-title: Bioimpedance spectroscopy – volume: 41 start-page: 2231 issue: 11 year: 1996 end-page: 2249 article-title: The dielectric properties of biological tissues. 1. Literature survey publication-title: Phys. Med. Biol. – start-page: 1575 year: 2008 end-page: 1579 article-title: A primary research of the relationship between breast tissues impedance spectroscopy and electrical impedance scanning – volume: 69 start-page: 5357 year: 2009 end-page: 5363 article-title: Nanoscale cellular changes in field carcinogenesis detected by partial wave spectroscopy publication-title: Cancer Res. – volume: 40 start-page: 29 year: 2002 end-page: 33 article-title: Changes in electrical resistivity of swine liver after occlusion and postmortem publication-title: Med. Biol. Eng. Comput. – volume: 224 start-page: 012081 issue: 1 year: 2010 article-title: Electrical properties of breast cancer cells from impedance measurements of cell suspensions publication-title: J. Phys.: Conf. Ser. – volume: 41 start-page: 2271 issue: 11 year: 1996 end-page: 2293 article-title: The dielectric properties of biological tissues. III. Parametric models for the dielectric spectrum of tissues publication-title: Phys. Med. Biol. – ident: e_1_2_3_27_1 doi: 10.1093/biomet/66.3.605 – ident: e_1_2_3_17_1 doi: 10.1088/0031‐9155/52/20/002 – ident: e_1_2_3_4_1 doi: 10.1088/0031‐9155/41/11/001 – start-page: 453 volume-title: Probability Theory and Related Fields year: 1981 ident: e_1_2_3_28_1 contributor: fullname: Freedman D. – ident: e_1_2_3_9_1 doi: 10.1111/j.1749‐6632.1999.tb09446.x – ident: e_1_2_3_16_1 doi: 10.1088/0967‐3334/30/6/S08 – ident: e_1_2_3_30_1 doi: 10.1158/1078‐0432.CCR‐06‐1346 – ident: e_1_2_3_5_1 doi: 10.1088/0031‐9155/41/11/003 – ident: e_1_2_3_23_1 – ident: e_1_2_3_25_1 doi: 10.1080/01621459.1926.10502161 – ident: e_1_2_3_26_1 doi: 10.1002/9780470316849 – ident: e_1_2_3_20_1 doi: 10.1007/BF02347692 – ident: e_1_2_3_31_1 doi: 10.1088/1742‐6596/224/1/012081 – ident: e_1_2_3_22_1 doi: 10.1088/0031‐9155/52/22/003 – ident: e_1_2_3_10_1 doi: 10.1111/j.1749‐6632.1999.tb09447.x – ident: e_1_2_3_6_1 doi: 10.1016/B978-1-4832-3111-2.50008-0 – start-page: 241 volume-title: BetaSys, System Biology Vol. 2 year: 2011 ident: e_1_2_3_7_1 contributor: fullname: Kloesgen B. – ident: e_1_2_3_2_1 doi: 10.1063/1.1750906 – ident: e_1_2_3_32_1 doi: 10.1158/0008‐5472.CAN‐08‐3895 – ident: e_1_2_3_14_1 doi: 10.1148/radiol.2432060286 – ident: e_1_2_3_13_1 doi: 10.1007/BF02344684 – ident: e_1_2_3_18_1 doi: 10.1088/0031‐9155/52/10/001 – ident: e_1_2_3_21_1 doi: 10.1111/j.1749‐6632.1968.tb20349.x – start-page: 344 volume-title: Medical Physics year: 1944 ident: e_1_2_3_3_1 contributor: fullname: Cole K. – ident: e_1_2_3_8_1 – start-page: 922 volume-title: 3rd International Conference on Biomedical Engineering and Informatics (BMEI) year: 2010 ident: e_1_2_3_11_1 contributor: fullname: Wang C. – ident: e_1_2_3_29_1 doi: 10.1083/jcb.200611141 – start-page: 1575 volume-title: The 2nd International Conference on Bioinformatics and Biomedical Engineering year: 2008 ident: e_1_2_3_12_1 contributor: fullname: Wang K. – ident: e_1_2_3_15_1 doi: 10.1109/TBME.2007.903516 – ident: e_1_2_3_24_1 – ident: e_1_2_3_19_1 doi: 10.1111/j.1749‐6632.1999.tb09448.x |
SSID | ssj0006350 |
Score | 2.2591963 |
Snippet | Purpose:
To correlate the Cole relaxation frequencies obtained from measurements of the electrical properties of breast tissue to the presence or absence of... To correlate the Cole relaxation frequencies obtained from measurements of the electrical properties of breast tissue to the presence or absence of cancer.... PURPOSETo correlate the Cole relaxation frequencies obtained from measurements of the electrical properties of breast tissue to the presence or absence of... |
SourceID | proquest crossref pubmed wiley scitation |
SourceType | Aggregation Database Index Database Publisher Enrichment Source |
StartPage | 4167 |
SubjectTerms | Algorithms Arrangements for measuring resistance, reactance, impedance, or electric characteristics derived therefrom bioelectric potentials Bioelectrochemistry bioimpedance biological tissues biomedical biomedical electrodes breast cancer Breast Neoplasms - diagnosis Breast Neoplasms - physiopathology Cancer Cell cultures cellular biophysics Cole–Cole data acquisition Data analysis Diagnosis, Computer-Assisted - methods electric impedance measurement Electric measurements Electrical properties Electrodes Female Frequency analyzers Humans In Vitro Techniques Measurements in electric variables (including voltage, current, resistance, capacitance, inductance, impedance, and admittance, etc.) Pathology platinum Plethysmography, Impedance - methods relaxation frequency Reproducibility of Results sensitivity sensitivity analysis Sensitivity and Specificity silver silver compounds surgery Surgical instruments, devices or methods, e.g. tourniquets Therapeutic applications Tissues |
Title | The Cole relaxation frequency as a parameter to identify cancer in breast tissue |
URI | http://dx.doi.org/10.1118/1.4725172 https://onlinelibrary.wiley.com/doi/abs/10.1118%2F1.4725172 https://www.ncbi.nlm.nih.gov/pubmed/22830750 https://search.proquest.com/docview/1030076097 |
Volume | 39 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1ZS8QwEB5U8HrwWK96EQ98q5puu0nxSVaXfVlZUMG3kuaABW2XPUT_vZm0W1k8EHzqSy4yk8w3nZkvAKeBCSnjivqREOigRA2fK6l9a2pDROgyuMRq5PY9u3viN7dIk3M1qYUp-CGqH254Mtx9jQdcpOUrJBQT1-l5yJBvC-9f6yW48o16t7qFrSEtyk_iECMIUckqZPteVD2nbdEXgLkMi9YMFRHxaezqjE9r9V_LXoOVEnOS60JJ1mFGZzVY6JRR9RrMuzRQOdyArtUa0syfNcEalze3JmIGRbr1OxFDIgiShb9gEg0Z5aTn6nzNO5GoPQPSy0iKae4jMnIS3YTH1u1Ds-2Xby74sm6hnB8iQx2PjTSGyUhEVGlugphpEaYB547_zPA0ZrHiqQmMhSuMppSj42FSdVnfgrksz_QOEBEwKuoNFjOjQqUReaQqbggZWkggA-nB8WT3k35BrZEULglPaFLukgdHE7kkVvExmiEynY-HCb6PhmHFmHmwXQisGsbRmlks5MFJJcHf5vim1Ws--GyR9JXx4MzJ9edxkk4XP7t_bbgHSxZ-lcm_-zA3Goz1AcwO1fjQ6fIHLSju5g |
link.rule.ids | 315,782,786,1408,27933,27934,46064,46488 |
linkProvider | Wiley-Blackwell |
linkToHtml | http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3db9MwED9tnVjhYYMyIIwxMybeMprUqR2JFzRaFa2tKlEk3izHH9KkLan6Ma3_PT4nDaoYCImnvJwdy3f2_ey7-xngPLY0YlxHYSIlHlCSbsi1MqFztRQRuorbWI08-MbGP_iXHtLkfNrUwpT8EPWFG64Mv1_jAscL6WqVY-Z6dEEZEm65DXiPdp0hYgFHZ1Lvw86VlgUoKcUYQlLxCrnGH-um297oN4j5BJrOEZUx8W306t1P__D_Bv4UDirYST6XdvIMdkzegv1RFVhvwSOfCaoWz2HiDIdcFjeGYJnLvR8UsfMy43pN5IJIgnzht5hHQ5YFufalvnZNFBrQnFznJMNM9yVZeqUewfd-b3o5CKtnF0LVcWgupEhSx1OrrGUqkUmkDbdxyoykWcy5p0CzPEtZqnlmY-sQC4uyiOPZw2a63XkBjbzIzSsgMmaR7HRZyqym2iD4yHTalYo6VKBiFcDZZvrFrGTXEOWphItIVLMUwLuNYoSzfQxoyNwUq4XAJ9IwspiyAF6WGqu78cxmDg4F8L5W4d_-8YDUXTH_JSFm2gbwwSv2z_2I0QQ_r_9V8BSag-loKIZfx1fH8NihsSoX-A00lvOVOYHdhV699Yb9E1mJ8w4 |
linkToPdf | http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Za9tAEB5ShybpQ49cVc_tQd-UWNLKuyJPIbZxaW0MbaFvy2oPMCSSsewQ__vurGSF0INCnvQye7Azu_OtZuZbgI-xpRHjOgpTKfGCkvZCrpUJnauliNBV3MVq5NE3NvnJ-wOkyTnb1MLU_BDtDzfcGf68xg0-17bZ5Ji4Hp1Qhnxb7vzdpg6GI3F-kkzbY9h50rr-JKMYQkgbWiHX-LRtetcZ_YYwH8Gu80N1SPwuePXeZ_jkXvN-Co8b0EnOayt5Blum2IedcRNW34eHPg9UVQcwdWZDLspLQ7DI5cbPidhFnW-9JrIikiBb-BVm0ZBlSWa-0NeuiULzWZBZQXLMc1-SpVfpIfwYDr5fjMLm0YVQJQ7LhRQp6nhmlbVMpTKNtOE2zpiRNI859wRolucZyzTPbWwdXmFRHnG8edhcd5Mj6BRlYZ4DkTGLZNJjGbOaaoPQI9dZTyrqMIGKVQDvN6sv5jW3hqjvJFxEolmlAN5t9CKc5WM4QxamXFUCH0jDuGLGAjiuFdZ243nNHBgK4EOrwX-N8Qep63JxKyGcDgP45PX6937EeIqfF_8r-BZ2pv2h-Pp58uUl7Dko1iQCv4LOcrEyr-FBpVdvvFn_AmFE8bQ |
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=The+Cole+relaxation+frequency+as+a+parameter+to+identify+cancer+in+breast+tissue&rft.jtitle=Medical+physics+%28Lancaster%29&rft.au=Gregory%2C+W.+D.&rft.au=Marx%2C+J.+J.&rft.au=Gregory%2C+C.+W.&rft.au=Mikkelson%2C+W.+M.&rft.date=2012-07-01&rft.pub=American+Association+of+Physicists+in+Medicine&rft.issn=0094-2405&rft.eissn=2473-4209&rft.volume=39&rft.issue=7Part1&rft.spage=4167&rft.epage=4174&rft_id=info:doi/10.1118%2F1.4725172&rft.externalDBID=10.1118%252F1.4725172&rft.externalDocID=MP5172 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0094-2405&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0094-2405&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0094-2405&client=summon |