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Volumn 20, Issue 1, 2012, Pages 223-235

Review: Time-domain broadband near infrared spectroscopy of the female breast: A focused review from basic principles to future perspectives

Author keywords

Absorption; Breast cancer; Collagen; Diffuse optics; Diffuse spectroscopy; Near infrared spectroscopy; Scattering

Indexed keywords


EID: 84859092576     PISSN: 09670335     EISSN: None     Source Type: Journal    
DOI: 10.1255/jnirs.980     Document Type: Review
Times cited : (37)

References (57)
  • 1
    • 11944261890 scopus 로고
    • Spectroscopy and imaging with diffusing light
    • doi:10.1063/1.881445
    • A. Yodh and B. Chance, "Spectroscopy and imaging with diffusing light", Phys. Today 48, 34 (1995). doi:10.1063/1.881445
    • (1995) Phys. Today , vol.48 , pp. 34
    • Yodh, A.1    Chance, B.2
  • 2
    • 77953737374 scopus 로고    scopus 로고
    • Diffuse optics for tissue monitoring and tomography
    • doi:10.1088/0034-4885/73/7/076701
    • T. Durduran, R. Choe, W.B. Baker and A.G. Yodh, "Diffuse optics for tissue monitoring and tomography", Rep. Prog. Phys. 076701 (2010). doi:10.1088/0034-4885/73/7/076701
    • (2010) Rep. Prog. Phys. , pp. 076701
    • Durduran, T.1    Choe, R.2    Baker, W.B.3    Yodh, A.G.4
  • 3
    • 84859021768 scopus 로고    scopus 로고
    • ABC of near infrared photon migration in tissues: The diffusive regime of propagation
    • doi:10.1255/jnirs.974
    • F. Martelli, "ABC of near infrared photon migration in tissues: the diffusive regime of propagation", J. Near Infrared Spectrosc. 20, 29 (2012). doi:10.1255/jnirs.974
    • (2012) J. Near Infrared Spectrosc. , vol.20 , pp. 29
    • Martelli, F.1
  • 5
    • 84859065721 scopus 로고    scopus 로고
    • Near infrared brain and muscle oximetry, from the discovery to current applications
    • doi:10/1255/jnirs.973
    • M. Ferrari and V. Quaresima, "Near infrared brain and muscle oximetry, from the discovery to current applications", J. Near Infrared Spectrosc. 20, 1 (2012). doi:10/1255/jnirs.973
    • (2012) J. Near Infrared Spectrosc. , vol.20 , pp. 1
    • Ferrari, M.1    Quaresima, V.2
  • 9
    • 0027671561 scopus 로고
    • Multispectral tissue characterization with time-resolved detection of diffusely scattered white light
    • doi:10.1364/OL.18.001697
    • S. Andersson-Engels, R. Berg, A. Persson and S. Svanberg, "Multispectral tissue characterization with time-resolved detection of diffusely scattered white light", Opt. Lett. 18, 1697 (1993). doi:10.1364/OL.18.001697
    • (1993) Opt. Lett. , vol.18 , pp. 1697
    • Andersson-Engels, S.1    Berg, R.2    Persson, A.3    Svanberg, S.4
  • 10
    • 0001667469 scopus 로고    scopus 로고
    • Noninvasive absorption and scattering spectroscopy of bulk diffusive media?: An application to the optical characterization of human breast
    • doi:10.1063/1.123395
    • R. Cubeddu, A. Pifferi, P. Taroni, A. Torricelli and G. Valentini, "Noninvasive absorption and scattering spectroscopy of bulk diffusive media?: An application to the optical characterization of human breast", Appl. Phys. Lett. 74, 874 (1999). doi:10.1063/1.123395
    • (1999) Appl. Phys. Lett. , vol.74 , pp. 874
    • Cubeddu, R.1    Pifferi, A.2    Taroni, P.3    Torricelli, A.4    Valentini, G.5
  • 11
    • 7544238767 scopus 로고    scopus 로고
    • Time-resolved spectrophotometer for turbid media based on supercontinuum generation in a photonic crystal fiber
    • doi:10.1364/OL.29.002405
    • A. Bassi, J. Swartling, C.D. Andrea, A. Pifferi, A. Torricelli and R. Cubeddu, "Time-resolved spectrophotometer for turbid media based on supercontinuum generation in a photonic crystal fiber", Opt. Lett. 29, 2405 (2004). doi:10.1364/OL.29.002405
    • (2004) Opt. Lett. , vol.29 , pp. 2405
    • Bassi, A.1    Swartling, J.2    Andrea, C.D.3    Pifferi, A.4    Torricelli, A.5    Cubeddu, R.6
  • 12
    • 0037467492 scopus 로고    scopus 로고
    • Mammography service screening and mortality in breast cancer patients?: 20-year follow-up before and after introduction of screening
    • doi:10.1016/S0140-6736 03.13143-1
    • L. Tabar, M.-F. Yen, B. Vitak, H.-H.T. Chen, R.A. Smith and S.W. Duffy, "Mammography service screening and mortality in breast cancer patients?: 20-year follow-up before and after introduction of screening", Lancet 361, 1405 (2003). doi:10.1016/S0140-6736 (03).13143-1
    • (2003) Lancet , vol.361 , pp. 1405
    • Tabar, L.1    Yen, M.-F.2    Vitak, B.3    Chen, T.H.-H.4    Smith, R.A.5    Duffy, S.W.6
  • 13
    • 77149162387 scopus 로고    scopus 로고
    • Brawling over mammography
    • doi:10.1126/science.327.5968.936
    • E. Marshall, "Brawling over mammography", Science 327, 936 (2010). doi:10.1126/science.327.5968.936
    • (2010) Science , vol.327 , pp. 936
    • Marshall, E.1
  • 14
    • 0036787397 scopus 로고    scopus 로고
    • Comparison of the performance of screening mammography, physical examination and breast US and evaluation of factors that Influence them: An analysis of 27, 825patient evaluations
    • doi:10.1148/radiol.2251011667
    • T.M. Kolb, J. Lichy and J.H. Newhouse, "Comparison of the performance of screening mammography, physical examination and breast US and evaluation of factors that Influence them: An analysis of 27, 825patient evaluations", Radiology 225, 165 (2002). doi:10.1148/radiol.2251011667
    • (2002) Radiology , vol.225 , pp. 165
    • Kolb, T.M.1    Lichy, J.2    Newhouse, J.H.3
  • 15
    • 84859044847 scopus 로고    scopus 로고
    • Recent advances in contrast-enhanced diffuse optical imaging of diseases using indocyanine green
    • doi:10.1255/jnirs.964
    • D. Grosenick, H. Wabnitz and B. Ebert, "Recent advances in contrast-enhanced diffuse optical imaging of diseases using indocyanine green", J. Near Infrared Spectrosc. 20, 203 (2012). doi:10.1255/jnirs.964
    • (2012) J. Near Infrared Spectrosc. , vol.20 , pp. 203
    • Grosenick, D.1    Wabnitz, H.2    Ebert, B.3
  • 18
    • 79954996157 scopus 로고    scopus 로고
    • Tumor angiogenesis change estimated by using diffuse optical spectroscopic tomography: Demonstrated correlation in women undergoing neoadjuvant chemotherapy for invasive breast cancer?
    • doi:10.1148/radiol.11100699
    • M.G.G. Pakalniskis, W.A.A. Wells, M.C.C. Schwab, H.M.M. Froehlich, S. Jiang, Z. Li, T.D.D. Tosteson, S.P.P. Poplack, P.A.A. Kaufman, B.W. Poque and K.D. Paulsen, "Tumor angiogenesis change estimated by using diffuse optical spectroscopic tomography: demonstrated correlation in women undergoing neoadjuvant chemotherapy for invasive breast cancer?", Radiology 259, 365 (2011). doi:10.1148/radiol.11100699
    • (2011) Radiology , vol.259 , pp. 365
    • Pakalniskis, M.G.G.1    Wells, W.A.A.2    Schwab, M.C.C.3    Froehlich, H.M.M.4    Jiang, S.5    Li, Z.6    Tosteson, T.D.D.7    Poplack, S.P.P.8    Kaufman, P.A.A.9    Poque, B.W.10    Paulsen, K.D.11
  • 19
    • 77951707744 scopus 로고    scopus 로고
    • Functional imaging using diffuse optical spectroscopy of neoadjuvant chemotherapy response in women with locally advanced breast cancer
    • doi:10.1158/1078-0432. CCR-09-1510
    • H. Soliman, A. Gunasekara, M. Rycroft, J. Zubovits, R. Dent, S. Jacqueline, M.J. Yaffe, G.J. Czarnota and J. Spayne, "Functional imaging using diffuse optical spectroscopy of neoadjuvant chemotherapy response in women with locally advanced breast cancer", Clin. Cancer Res. 16, 2605 (2010). doi:10.1158/1078-0432. CCR-09-1510
    • (2010) Clin. Cancer Res. , vol.16 , pp. 2605
    • Soliman, H.1    Gunasekara, A.2    Rycroft, M.3    Zubovits, J.4    Dent, R.5    Jacqueline, S.6    Yaffe, M.J.7    Czarnota, G.J.8    Spayne, J.9
  • 20
    • 54249105851 scopus 로고    scopus 로고
    • Noninvasive monitoring of breast cancer during neoadjuvant chemotherapy using optical tomography
    • doi:10.1593/neo.08602
    • Q. Zhu, S. Tannenbaum, P. Hegde, M. Kane, C. Xu and S.H. Kurtzman, "Noninvasive monitoring of breast cancer during neoadjuvant chemotherapy using optical tomography", Neoplasia 10, 1028 (2008). doi:10.1593/neo.08602
    • (2008) Neoplasia , vol.10 , pp. 1028
    • Zhu, Q.1    Tannenbaum, S.2    Hegde, P.3    Kane, M.4    Xu, C.5    Kurtzman, S.H.6
  • 23
    • 52649158790 scopus 로고    scopus 로고
    • Association between transillumination breast spectroscopy and quantitative mammographic features of the breast association between transillumination breast spectroscopy and quantitative mammographic features of the breast
    • doi:10.1158/1055-9965. EPI-07-2658
    • K.M. Blackmore, J.A. Knight and L. Lilge, "Association between transillumination breast spectroscopy and quantitative mammographic features of the breast association between transillumination breast spectroscopy and quantitative mammographic features of the breast", Cancer Epidemiol. Biomarkers Prev. 17, 1043 (2008). doi:10.1158/1055-9965. EPI-07-2658
    • (2008) Cancer Epidemiol. Biomarkers Prev. , vol.17 , pp. 1043
    • Blackmore, K.M.1    Knight, J.A.2    Lilge, L.3
  • 24
    • 1342307112 scopus 로고    scopus 로고
    • Characterization of hemoglobin, water, and NIR scattering in breast tissue: Analysis of intersubject variability and menstrual cycle changes
    • doi:10.1117/1.1691028
    • B. Pogue, S. Jiang, H. Dehghani, C. Kogel, S. Soho, S. Srinivasan, X. Song, T.D. Tosteson, S.P. Poplack and K.D. Paulsen, "Characterization of hemoglobin, water, and NIR scattering in breast tissue: analysis of intersubject variability and menstrual cycle changes", J. Biomed. Opt. 9, 541 (2004). doi:10.1117/1.1691028
    • (2004) J. Biomed. Opt. , vol.9 , pp. 541
    • Pogue, B.1    Jiang, S.2    Dehghani, H.3    Kogel, C.4    Soho, S.5    Srinivasan, S.6    Song, X.7    Tosteson, T.D.8    Poplack, S.P.9    Paulsen, K.D.10
  • 25
    • 4444224056 scopus 로고    scopus 로고
    • Nonionizing nearinfrared radiation transillumination spectroscopy for breast tissue density and assessment of breast cancer risk
    • doi:10.1117/1.1758269
    • M. Simick, R. Jong, B. Wilson and L. Lilge, "Nonionizing nearinfrared radiation transillumination spectroscopy for breast tissue density and assessment of breast cancer risk", J. Biomed. Opt. 9, 794 (2004). doi:10.1117/1.1758269
    • (2004) J. Biomed. Opt. , vol.9 , pp. 794
    • Simick, M.1    Jong, R.2    Wilson, B.3    Lilge, L.4
  • 26
    • 12844255152 scopus 로고    scopus 로고
    • Bulk optical properties and tissue components in the female breast from multiwavelength time-resolved optical mammography
    • DOI 10.1117/1.1803546
    • L. Spinelli, "Bulk optical properties and tissue components in the female breast from multiwavelength timeresolved optical mammography", J. Biomed. Opt. 9, 1137 (2004). doi:10.1117/1.1803546 (Pubitemid 40168127)
    • (2004) Journal of Biomedical Optics , vol.9 , Issue.6 , pp. 1137-1142
    • Spinelli, L.1    Torricelli, A.2    Pifferi, A.3    Taroni, P.4    Danesini, G.M.5    Cubeddu, R.6
  • 28
    • 34249950351 scopus 로고    scopus 로고
    • Fully automated time domain spectrometer for the absorption and scattering characterization of diffusive media
    • DOI 10.1063/1.2735567
    • A. Pifferi, A. Torricelli, P. Taroni, D. Comelli, A. Bassi and R. Cubeddu, "Fully automated time domain spectrometer for the absorption and scattering characterization of diffusive media", Rev. Sci. Instrum. 78, 053103 (2007). doi:10.1063/1.2735567 (Pubitemid 46878449)
    • (2007) Review of Scientific Instruments , vol.78 , Issue.5 , pp. 053103
    • Pifferi, A.1    Torricelli, A.2    Taroni, P.3    Comelli, D.4    Bassi, A.5    Cubeddu, R.6
  • 31
    • 84859015860 scopus 로고    scopus 로고
    • Biomedical Optics Research Laboratory (BORL) at UCL (2005). Available at: (http://www.medphys.ucl.ac.uk/research/borl/research/NIR-topics/spectra/ spectra. htm)
    • (2005)
  • 32
    • 74049128987 scopus 로고    scopus 로고
    • Diffuse optical spectroscopy of breast tissue extended to 1100nm
    • doi:10.1117/1.3251051
    • P. Taroni, A. Bassi, D. Comelli, A. Farina, R. Cubeddu and A. Pifferi, "Diffuse optical spectroscopy of breast tissue extended to 1100nm", J. Biomed. Opt. 14, 054030 (2009). doi:10.1117/1.3251051
    • (2009) J. Biomed. Opt. , vol.14 , pp. 054030
    • Taroni, P.1    Bassi, A.2    Comelli, D.3    Farina, A.4    Cubeddu, R.5    Pifferi, A.6
  • 33
    • 0003119353 scopus 로고
    • Spectrophotometry of human haemoglobin in the near infrared region from 1000to 2500nm
    • doi:10.1255/jnirs.32
    • J.T. Kuenstner and K.H. Norris, "Spectrophotometry of human haemoglobin in the near infrared region from 1000to 2500nm", J. Near Infrared Spectrosc. 2, 484 (1994). doi:10.1255/jnirs.32
    • (1994) J. Near Infrared Spectrosc. , vol.2 , pp. 484
    • Kuenstner, J.T.1    Norris, K.H.2
  • 34
  • 35
    • 0027639149 scopus 로고
    • Refractive indices of water and ice in the 0.652.5mm spectral range
    • doi:10.1364/AO.32.003531
    • L. Kou, D. Labrie and P. Chylek, "Refractive indices of water and ice in the 0.652.5mm spectral range", Appl. Opt. 32, 3531 (1993). doi:10.1364/AO.32.003531
    • (1993) Appl. Opt. , vol.32 , pp. 3531
    • Kou, L.1    Labrie, D.2    Chylek, P.3
  • 36
    • 0015604413 scopus 로고
    • Optical constants of water in the 200nm to 200mm wavelength region
    • doi:10.1364/AO.12.000555
    • G.M. Hale and M.R. Querry, "Optical constants of water in the 200nm to 200mm wavelength region", Appl. Opt. 12, 555 (1973). doi:10.1364/AO.12.000555
    • (1973) Appl. Opt. , vol.12 , pp. 555
    • Hale, G.M.1    Querry, M.R.2
  • 37
    • 0028081969 scopus 로고
    • Use of the water absorption spectrum to quantify tissue chromophore concentration changes in near infrared spectroscopy
    • doi:10.1088/0031-9155/39/1/011
    • S. Matcher, M. Cope and D. Delpy, "Use of the water absorption spectrum to quantify tissue chromophore concentration changes in near infrared spectroscopy", Phys. Med. Biol. 39, 177 (1994). doi:10.1088/0031-9155/39/1/ 011
    • (1994) Phys. Med. Biol. , vol.39 , pp. 177
    • Matcher, S.1    Cope, M.2    Delpy, D.3
  • 39
    • 34250679252 scopus 로고    scopus 로고
    • Intrinsic tumor biomarkers revealed by novel double-differential spectroscopic analysis of near-infrared spectra
    • DOI 10.1117/1.2709701
    • S. Kukreti, A. Cerussi, B. Tromberg and E. Gratton, "Intrinsic tumor biomarkers spectroscopic analysis of near-infrared spectra", J. Biomed. Opt. 12, 020509 (2007). doi:10.1117/1.2709701 (Pubitemid 46937898)
    • (2007) Journal of Biomedical Optics , vol.12 , Issue.2 , pp. 020509
    • Kukreti, S.1    Cerussi, A.2    Tromberg, B.3    Gratton, E.4
  • 40
    • 33645454092 scopus 로고    scopus 로고
    • Determination of visible near-IR absorption coefficients of mammalian fat using time- and spatially resolved diffuse reflectance and transmission spectroscopy
    • DOI 10.1117/1.2085149
    • R.L.P. van Veen, H.J.C.M. Sterenborg, A. Pifferi, A. Torricelli, E. Chikoidze and R. Cubeddu, "Determination of visible near-IR absorption coefficients of mammalian fat using time-and spatially resolved diffuse reflectance and transmission spectroscopy", J. Biomed. Opt. 10, 054004 (2005). doi:10.1117/1.2085149 (Pubitemid 44256018)
    • (2005) Journal of Biomedical Optics , vol.10 , Issue.5 , pp. 054004
    • Van Veen, R.L.P.1    Sterenborg, H.J.C.M.2    Pifferi, A.3    Torricelli, A.4    Chikoidze, E.5    Cubeddu, R.6
  • 42
    • 0001602406 scopus 로고    scopus 로고
    • Predictions and measurements of scattering and absorption over broad wavelength ranges in tissue phantoms
    • doi:10.1364/AO.36.000949
    • J.R. Mourant, T. Fuselier, J. Boyer, T.M. Johnson and I.J. Bigio, "Predictions and measurements of scattering and absorption over broad wavelength ranges in tissue phantoms", Appl. Opt. 36, 949 (1997). doi:10.1364/AO.36.000949
    • (1997) Appl. Opt. , vol.36 , pp. 949
    • Mourant, J.R.1    Fuselier, T.2    Boyer, J.3    Johnson, T.M.4    Bigio, I.J.5
  • 43
    • 0001402263 scopus 로고    scopus 로고
    • Changes in spectral shape of tissue optical properties in conjunction with laser-induced thermotherapy
    • doi:10.1364/AO.37.001256
    • A.M.K. Nilsson, C. Sturesson, D.L. Liu and S. Andersson-engels, "Changes in spectral shape of tissue optical properties in conjunction with laser-induced thermotherapy", Appl. Opt. 37, 1256 (1998). doi:10.1364/AO.37.001256
    • (1998) Appl. Opt. , vol.37 , pp. 1256
    • Nilsson, A.M.K.1    Sturesson, C.2    Liu, D.L.3    Andersson-engels, S.4
  • 44
    • 33644780899 scopus 로고    scopus 로고
    • Time-resolved spectrally constrained method for the quantification of chromophore concentrations and scattering parameters in diffusing media
    • DOI 10.1364/OE.14.001888
    • C. D'Andrea, L. Spinelli, A. Bassi, A. Giusto, D. Contini, J. Swartling, A. Torricelli and R. Cubeddu, "Time-resolved spectrally constrained method for the Quantification of chromophore concentrations and scattering parameters in diffusing media", Opt. Expr. 14, 1888 (2006). doi:10.1364/OE.14.001888 (Pubitemid 43345395)
    • (2006) Optics Express , vol.14 , Issue.5 , pp. 1888-1898
    • D'Andrea, C.1    Spinelli, L.2    Bassi, A.3    Giusto, A.4    Contini, D.5    Swartling, J.6    Torricelli, A.7    Cubeddu, R.8
  • 46
    • 65449153676 scopus 로고    scopus 로고
    • Singlephoton avalanche diodes for the near-infrared range: Detector and circuit issues
    • doi:10.1080/09500340802263075
    • A. Tosi, A. Dalla Mora, F. Zappa and S. Cova, "Singlephoton avalanche diodes for the near-infrared range: detector and circuit issues", J. Mod. Opt. 56, 299 (2009). doi:10.1080/09500340802263075
    • (2009) J. Mod. Opt. , vol.56 , pp. 299
    • Tosi, A.1    Dalla Mora, A.2    Zappa, F.3    Cova, S.4
  • 47
    • 12844285785 scopus 로고    scopus 로고
    • Spectroscopic time-resolved diffuse reflectance and transmittance measurements of the female breast at different interfiber distances
    • DOI 10.1117/1.1802171
    • A. Pifferi, J. Swartling, E. Chikoidze, A. Torricelli, P. Taroni, A. Bassi, S. Andersson-Engels and R. Cubeddu, "Spectroscopic time-resolved diffuse reflectance and transmittance measurements of the female breast at different interfiber distances", J. Biomed. Opt. 9, 1143 (2004). doi:10.1117/1.1802171 (Pubitemid 40168128)
    • (2004) Journal of Biomedical Optics , vol.9 , Issue.6 , pp. 1143-1151
    • Pifferi, A.1    Swartling, J.2    Chikoidze, E.3    Torricelli, A.4    Taroni, P.5    Bassi, A.6    Andersson-Engels, S.7    Cubeddu, R.8
  • 49
    • 0019493291 scopus 로고
    • The correlation of histologic changes in the human breast with the menstrual cycle
    • P.M. Vogel, N.G. Georgiade, B.F. Fetter, F.S. Vogel and K.S. McCarty, "The correlation of histologic changes in the human breast with the menstrual cycle", Am. J. Pathol. 104, 23 (1981).
    • (1981) Am. J. Pathol. , vol.104 , pp. 23
    • Vogel, P.M.1    Georgiade, N.G.2    Fetter, B.F.3    Vogel, F.S.4    McCarty, K.S.5
  • 50
    • 33745683831 scopus 로고    scopus 로고
    • Breast density and parenchymal patterns as markers of breast cancer risk: A meta-analysis
    • doi:10.1158/1055-9965. EPI-06-0034
    • V.A. McCormack and I. dos Santos Silva, "Breast density and parenchymal patterns as markers of breast cancer risk: A meta-analysis", Cancer Epidemiol. Biomarkers Prev. 15, 1159 (2006). doi:10.1158/1055-9965. EPI-06-0034
    • (2006) Cancer Epidemiol. Biomarkers Prev. , vol.15 , pp. 1159
    • McCormack, V.A.1    Dos Santos Silva, I.2
  • 51
    • 79961236830 scopus 로고    scopus 로고
    • Breast density Influences tumor subtypes and tumor aggressiveness
    • doi:10.1093/jnci/djr263
    • K. Kerlikowske and A.I. Phipps, "Breast density Influences tumor subtypes and tumor aggressiveness", J. Natl. Cancer Inst. 103, 1143 (2011). doi:10.1093/jnci/djr263
    • (2011) J. Natl. Cancer Inst. , vol.103 , pp. 1143
    • Kerlikowske, K.1    Phipps, A.I.2
  • 52
    • 79961238580 scopus 로고    scopus 로고
    • Mammographic breast density and subsequent risk of breast cancer in postmenopausal women according to tumor characteristics
    • doi:10.1093/jnci/djr225
    • L. Yaghjyan, G. Colditz, L. Collins, S.J. Schnitt, B. Rosner, C. Vachon and R.M. Tamimi, "Mammographic breast density and subsequent risk of breast cancer in postmenopausal women according to tumor characteristics", J. Natl. Cancer Inst. 103, 1179 (2011). doi:10.1093/jnci/djr225
    • (2011) J. Natl. Cancer Inst. , vol.103 , pp. 1179
    • Yaghjyan, L.1    Colditz, G.2    Collins, L.3    Schnitt, S.J.4    Rosner, B.5    Vachon, C.6    Tamimi, R.M.7
  • 53
    • 24644441623 scopus 로고    scopus 로고
    • Dissecting a hidden breast cancer risk
    • DOI 10.1126/science.309.5741.1664
    • J. Couzin, "Dissecting a hidden breast cancer risk ", Science 309, 1664 (2005). doi:10.1126/science.309.5741.1664 (Pubitemid 41285915)
    • (2005) Science , vol.309 , Issue.5741 , pp. 1664-1666
    • Couzin, J.1
  • 55
    • 0035730924 scopus 로고    scopus 로고
    • Growth factors and stromal matrix proteins associated with mammographic densities growth factors and stromal matrix proteins associated with mammographic densities
    • Y.-P. Guo, L.J. Martin, W. Hanna, D. Banerjee, N. Miller, E. Fishell, R. Khokha and N.F. Boyd, "Growth factors and stromal matrix proteins associated with mammographic densities growth factors and stromal matrix proteins associated with mammographic densities", Cancer Epidemiol. Biomarkers Prev. 10, 243 (2001).
    • (2001) Cancer Epidemiol. Biomarkers Prev. , vol.10 , pp. 243
    • Guo, Y.-P.1    Martin, L.J.2    Hanna, W.3    Banerjee, D.4    Miller, N.5    Fishell, E.6    Khokha, R.7    Boyd, N.F.8


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