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Repeatability of tissue fluorescence measurements for the detection of cervical intraepithelial neoplasiaJosé-Miguel Yamal, Dennis D. Cox, E. Neely Atkinson, Calum MacAulay, Roderick Price, and Michele Follen »View Author Affiliations
José-Miguel Yamal,1,*
Dennis D. Cox,2
E. Neely Atkinson,3
Calum MacAulay,4
Roderick Price,5
and Michele Follen5
1Division of Biostatistics, The University of Texas School of Public Health, 1200 Herman Pressler, Houston, TX 77030, USA 2Department of Statistics, Rice University, 6100 Main St, Houston, Texas 77030, USA 3Department of Biostatistics, The University of Texas M. D. Anderson Cancer Center, 1515 Holcombe Blvd, Houston, Texas 77030, USA 4Department of Cancer Imaging, British Columbia Cancer Research Centre, 600 West 10 Ave.,Vancouver, British Columbia V5Z 4E6, Canada 5Department of Obstetrics and Gynecology, The Institute for Women’s Health, 245 N. 15th St., Philadelphia, Pennsylvania 19102, USA *Corresponding author: Jose-Miguel.Yamal@uth.tmc.edu |
Biomedical Optics Express, Vol. 1, Issue 2, pp. 641-657 (2010)
http://dx.doi.org/10.1364/BOE.1.000641
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Abstract
We examined intensity and shape differences in 378 repeated spectroscopic measures of the cervix. We examined causes of variability such as presence of precancer or cancer, pathologic tissue type, menopausal status, hormone or oral contraceptive use, and age; as well as technology related variables like generation of device and provider making exam. Age, device generation, and provider were statistically significantly related to intensity differences. Provider and device generation were related to shape differences. We examined the order of measurements and found a decreased intensity in the second measurement due to hemoglobin absorption. 96% of repeat measurements had classification concordance of cervical intraepithelial neoplasia.
© 2010 OSA
OCIS Codes
(120.0120) Instrumentation, measurement, and metrology : Instrumentation, measurement, and metrology
(170.0170) Medical optics and biotechnology : Medical optics and biotechnology
(300.0300) Spectroscopy : Spectroscopy
ToC Category:
Optics in Cancer Research
History
Original Manuscript: June 2, 2010
Revised Manuscript: August 5, 2010
Manuscript Accepted: August 17, 2010
Published: August 19, 2010
Virtual Issues
Bio-Optics in Clinical Application, Nanotechnology, and Drug Discovery (2010) Biomedical Optics Express
Citation
José-Miguel Yamal, Dennis D. Cox, E. Neely Atkinson, Calum MacAulay, Roderick Price, and Michele Follen, "Repeatability of tissue fluorescence measurements for the detection of cervical
intraepithelial neoplasia," Biomed. Opt. Express 1, 641-657 (2010)
http://www.opticsinfobase.org/boe/abstract.cfm?URI=boe-1-2-641
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References
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- H. Zhu, M. Vannucci, and D. D. Cox, “A Bayesian Hierarchical Model for Classification with Selection of Functional Predictors,” Biometrics 66(2), 463–473 (2010). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- D. Arifler, I. Pavlova, A. Gillenwater, and R. Richards-Kortum, “Light scattering from collagen fiber networks: micro-optical properties of normal and neoplastic stroma,” Biophys. J. 92(9), 3260–3274 (2007). [CrossRef]
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- A. Nath, K. Rivoire, S. Chang, D. Cox, E. N. Atkinson, M. Follen, and R. Richards-Kortum, “Effect of probe pressure on cervical fluorescence spectroscopy measurements,” J. Biomed. Opt. 9(3), 523–533 (2004). [CrossRef]
- K. Rivoire, A. Nath, D. D. Cox, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “The effects of repeated spectroscopic pressure measurements on fluorescence intensity in the cervix,” Am. J. Obstet. Gynecol. 191(5), 1606–1617 (2004). [CrossRef]
- C. Brookner, U. Utzinger, M. Follen, R. Richards-Kortum, D. D. Cox, and E. N. Atkinson, “Effects of biographical variables on cervical fluorescence emission spectra,” J. Biomed. Opt. 8(3), 479–483 (2003). [CrossRef]
- S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “Fluorescence spectroscopy for cervical precancer detection: Is there variance across the menstrual cycle?” J. Biomed. Opt. 7(4), 595–602 (2002). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- R. Drezek, M. Guillaud, T. Collier, I. Boiko, A. Malpica, C. Macaulay, M. Follen, and R. Richards-Kortum, “Light scattering from cervical cells throughout neoplastic progression: influence of nuclear morphology, DNA content, and chromatin texture,” J. Biomed. Opt. 8(1), 7–16 (2003). [CrossRef]
- R. Drezek, C. Brookner, I. Pavlova, I. Boiko, A. Malpica, R. Lotan, M. Follen, and R. Richards-Kortum, “Autofluorescence microscopy of fresh cervical-tissue sections reveals alterations in tissue biochmistry with dysplasia,” Photochem. Photobiol. 73(6), 636–641 (2001). [CrossRef]
- R. Drezek, K. Sokolov, U. Utzinger, I. Boiko, A. Malpica, M. Follen, and R. Richards-Kortum, “Understanding the contributions of NADH and collagen to cervical tissue fluorescence spectra: modeling, measurements, and implication,” J. Biomed. Opt. 6(4), 385–396 (2001). [CrossRef]
- C. Brookner, M. Follen, I. Boiko, J. Galvan, S. Thomsen, A. Malpica, S. Suzuki, R. Lotan, and R. Richards-Kortum, “Autofluorescence patterns in short-term cultures of normal cervical tissue,” Photochem. Photobiol. 71(6), 730–736 (2000). [CrossRef]
- C. Brookner, U. Utzinger, M. Follen, R. Richards-Kortum, D. D. Cox, and E. N. Atkinson, “Effects of biographical variables on cervical fluorescence emission spectra,” J. Biomed. Opt. 8(3), 479–483 (2003). [CrossRef]
- R. Drezek, C. Brookner, I. Pavlova, I. Boiko, A. Malpica, R. Lotan, M. Follen, and R. Richards-Kortum, “Autofluorescence microscopy of fresh cervical-tissue sections reveals alterations in tissue biochmistry with dysplasia,” Photochem. Photobiol. 73(6), 636–641 (2001). [CrossRef]
- C. Brookner, M. Follen, I. Boiko, J. Galvan, S. Thomsen, A. Malpica, S. Suzuki, R. Lotan, and R. Richards-Kortum, “Autofluorescence patterns in short-term cultures of normal cervical tissue,” Photochem. Photobiol. 71(6), 730–736 (2000). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- A. Nath, K. Rivoire, S. Chang, D. Cox, E. N. Atkinson, M. Follen, and R. Richards-Kortum, “Effect of probe pressure on cervical fluorescence spectroscopy measurements,” J. Biomed. Opt. 9(3), 523–533 (2004). [CrossRef]
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- D. D. Cox, S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, R. Richards-Kortum, and M. Follen, “Detecting the signal of the menstrual cycle in fluorescence spectroscopy of the cervix,” Appl. Spectrosc. 57(1), 67–72 (2003). [CrossRef]
- S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “Fluorescence spectroscopy for cervical precancer detection: Is there variance across the menstrual cycle?” J. Biomed. Opt. 7(4), 595–602 (2002). [CrossRef]
- R. Drezek, M. Guillaud, T. Collier, I. Boiko, A. Malpica, C. Macaulay, M. Follen, and R. Richards-Kortum, “Light scattering from cervical cells throughout neoplastic progression: influence of nuclear morphology, DNA content, and chromatin texture,” J. Biomed. Opt. 8(1), 7–16 (2003). [CrossRef]
- A. Nath, K. Rivoire, S. Chang, D. Cox, E. N. Atkinson, M. Follen, and R. Richards-Kortum, “Effect of probe pressure on cervical fluorescence spectroscopy measurements,” J. Biomed. Opt. 9(3), 523–533 (2004). [CrossRef]
- H. Zhu, M. Vannucci, and D. D. Cox, “A Bayesian Hierarchical Model for Classification with Selection of Functional Predictors,” Biometrics 66(2), 463–473 (2010). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
- K. Rivoire, A. Nath, D. D. Cox, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “The effects of repeated spectroscopic pressure measurements on fluorescence intensity in the cervix,” Am. J. Obstet. Gynecol. 191(5), 1606–1617 (2004). [CrossRef]
- D. D. Cox, S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, R. Richards-Kortum, and M. Follen, “Detecting the signal of the menstrual cycle in fluorescence spectroscopy of the cervix,” Appl. Spectrosc. 57(1), 67–72 (2003). [CrossRef]
- C. Brookner, U. Utzinger, M. Follen, R. Richards-Kortum, D. D. Cox, and E. N. Atkinson, “Effects of biographical variables on cervical fluorescence emission spectra,” J. Biomed. Opt. 8(3), 479–483 (2003). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- D. D. Cox, S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, R. Richards-Kortum, and M. Follen, “Detecting the signal of the menstrual cycle in fluorescence spectroscopy of the cervix,” Appl. Spectrosc. 57(1), 67–72 (2003). [CrossRef]
- S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “Fluorescence spectroscopy for cervical precancer detection: Is there variance across the menstrual cycle?” J. Biomed. Opt. 7(4), 595–602 (2002). [CrossRef]
- I. Pavlova, K. Sokolov, R. Drezek, A. Malpica, M. Follen, and R. Richards-Kortum, “Microanatomical and biochemical origins of normal and precancerous cervical autofluorescence using laser-scanning fluorescence confocal microscopy,” Photochem. Photobiol. 77(5), 550–555 (2003). [CrossRef]
- R. Drezek, M. Guillaud, T. Collier, I. Boiko, A. Malpica, C. Macaulay, M. Follen, and R. Richards-Kortum, “Light scattering from cervical cells throughout neoplastic progression: influence of nuclear morphology, DNA content, and chromatin texture,” J. Biomed. Opt. 8(1), 7–16 (2003). [CrossRef]
- R. Drezek, C. Brookner, I. Pavlova, I. Boiko, A. Malpica, R. Lotan, M. Follen, and R. Richards-Kortum, “Autofluorescence microscopy of fresh cervical-tissue sections reveals alterations in tissue biochmistry with dysplasia,” Photochem. Photobiol. 73(6), 636–641 (2001). [CrossRef]
- R. Drezek, K. Sokolov, U. Utzinger, I. Boiko, A. Malpica, M. Follen, and R. Richards-Kortum, “Understanding the contributions of NADH and collagen to cervical tissue fluorescence spectra: modeling, measurements, and implication,” J. Biomed. Opt. 6(4), 385–396 (2001). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
- K. Rivoire, A. Nath, D. D. Cox, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “The effects of repeated spectroscopic pressure measurements on fluorescence intensity in the cervix,” Am. J. Obstet. Gynecol. 191(5), 1606–1617 (2004). [CrossRef]
- A. Nath, K. Rivoire, S. Chang, D. Cox, E. N. Atkinson, M. Follen, and R. Richards-Kortum, “Effect of probe pressure on cervical fluorescence spectroscopy measurements,” J. Biomed. Opt. 9(3), 523–533 (2004). [CrossRef]
- D. D. Cox, S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, R. Richards-Kortum, and M. Follen, “Detecting the signal of the menstrual cycle in fluorescence spectroscopy of the cervix,” Appl. Spectrosc. 57(1), 67–72 (2003). [CrossRef]
- C. Brookner, U. Utzinger, M. Follen, R. Richards-Kortum, D. D. Cox, and E. N. Atkinson, “Effects of biographical variables on cervical fluorescence emission spectra,” J. Biomed. Opt. 8(3), 479–483 (2003). [CrossRef]
- I. Pavlova, K. Sokolov, R. Drezek, A. Malpica, M. Follen, and R. Richards-Kortum, “Microanatomical and biochemical origins of normal and precancerous cervical autofluorescence using laser-scanning fluorescence confocal microscopy,” Photochem. Photobiol. 77(5), 550–555 (2003). [CrossRef]
- R. Drezek, M. Guillaud, T. Collier, I. Boiko, A. Malpica, C. Macaulay, M. Follen, and R. Richards-Kortum, “Light scattering from cervical cells throughout neoplastic progression: influence of nuclear morphology, DNA content, and chromatin texture,” J. Biomed. Opt. 8(1), 7–16 (2003). [CrossRef]
- S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “Fluorescence spectroscopy for cervical precancer detection: Is there variance across the menstrual cycle?” J. Biomed. Opt. 7(4), 595–602 (2002). [CrossRef]
- R. Drezek, K. Sokolov, U. Utzinger, I. Boiko, A. Malpica, M. Follen, and R. Richards-Kortum, “Understanding the contributions of NADH and collagen to cervical tissue fluorescence spectra: modeling, measurements, and implication,” J. Biomed. Opt. 6(4), 385–396 (2001). [CrossRef]
- R. Drezek, C. Brookner, I. Pavlova, I. Boiko, A. Malpica, R. Lotan, M. Follen, and R. Richards-Kortum, “Autofluorescence microscopy of fresh cervical-tissue sections reveals alterations in tissue biochmistry with dysplasia,” Photochem. Photobiol. 73(6), 636–641 (2001). [CrossRef]
- N. Ramanujam, R. Richards-Kortum, S. Thomsen, A. Mahadevan-Jansen, M. Follen, and B. Chance, “Low Temperature Fluorescence Imaging of Freeze-trapped Human Cervical Tissues,” Opt. Express 8(6), 335–343 (2001). [CrossRef]
- C. Brookner, M. Follen, I. Boiko, J. Galvan, S. Thomsen, A. Malpica, S. Suzuki, R. Lotan, and R. Richards-Kortum, “Autofluorescence patterns in short-term cultures of normal cervical tissue,” Photochem. Photobiol. 71(6), 730–736 (2000). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- C. Brookner, M. Follen, I. Boiko, J. Galvan, S. Thomsen, A. Malpica, S. Suzuki, R. Lotan, and R. Richards-Kortum, “Autofluorescence patterns in short-term cultures of normal cervical tissue,” Photochem. Photobiol. 71(6), 730–736 (2000). [CrossRef]
- D. Arifler, I. Pavlova, A. Gillenwater, and R. Richards-Kortum, “Light scattering from collagen fiber networks: micro-optical properties of normal and neoplastic stroma,” Biophys. J. 92(9), 3260–3274 (2007). [CrossRef]
- R. Drezek, M. Guillaud, T. Collier, I. Boiko, A. Malpica, C. Macaulay, M. Follen, and R. Richards-Kortum, “Light scattering from cervical cells throughout neoplastic progression: influence of nuclear morphology, DNA content, and chromatin texture,” J. Biomed. Opt. 8(1), 7–16 (2003). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
- R. Drezek, C. Brookner, I. Pavlova, I. Boiko, A. Malpica, R. Lotan, M. Follen, and R. Richards-Kortum, “Autofluorescence microscopy of fresh cervical-tissue sections reveals alterations in tissue biochmistry with dysplasia,” Photochem. Photobiol. 73(6), 636–641 (2001). [CrossRef]
- C. Brookner, M. Follen, I. Boiko, J. Galvan, S. Thomsen, A. Malpica, S. Suzuki, R. Lotan, and R. Richards-Kortum, “Autofluorescence patterns in short-term cultures of normal cervical tissue,” Photochem. Photobiol. 71(6), 730–736 (2000). [CrossRef]
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
- R. Drezek, M. Guillaud, T. Collier, I. Boiko, A. Malpica, C. Macaulay, M. Follen, and R. Richards-Kortum, “Light scattering from cervical cells throughout neoplastic progression: influence of nuclear morphology, DNA content, and chromatin texture,” J. Biomed. Opt. 8(1), 7–16 (2003). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- I. Pavlova, K. Sokolov, R. Drezek, A. Malpica, M. Follen, and R. Richards-Kortum, “Microanatomical and biochemical origins of normal and precancerous cervical autofluorescence using laser-scanning fluorescence confocal microscopy,” Photochem. Photobiol. 77(5), 550–555 (2003). [CrossRef]
- R. Drezek, M. Guillaud, T. Collier, I. Boiko, A. Malpica, C. Macaulay, M. Follen, and R. Richards-Kortum, “Light scattering from cervical cells throughout neoplastic progression: influence of nuclear morphology, DNA content, and chromatin texture,” J. Biomed. Opt. 8(1), 7–16 (2003). [CrossRef]
- R. Drezek, C. Brookner, I. Pavlova, I. Boiko, A. Malpica, R. Lotan, M. Follen, and R. Richards-Kortum, “Autofluorescence microscopy of fresh cervical-tissue sections reveals alterations in tissue biochmistry with dysplasia,” Photochem. Photobiol. 73(6), 636–641 (2001). [CrossRef]
- R. Drezek, K. Sokolov, U. Utzinger, I. Boiko, A. Malpica, M. Follen, and R. Richards-Kortum, “Understanding the contributions of NADH and collagen to cervical tissue fluorescence spectra: modeling, measurements, and implication,” J. Biomed. Opt. 6(4), 385–396 (2001). [CrossRef]
- C. Brookner, M. Follen, I. Boiko, J. Galvan, S. Thomsen, A. Malpica, S. Suzuki, R. Lotan, and R. Richards-Kortum, “Autofluorescence patterns in short-term cultures of normal cervical tissue,” Photochem. Photobiol. 71(6), 730–736 (2000). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- A. Nath, K. Rivoire, S. Chang, D. Cox, E. N. Atkinson, M. Follen, and R. Richards-Kortum, “Effect of probe pressure on cervical fluorescence spectroscopy measurements,” J. Biomed. Opt. 9(3), 523–533 (2004). [CrossRef]
- K. Rivoire, A. Nath, D. D. Cox, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “The effects of repeated spectroscopic pressure measurements on fluorescence intensity in the cervix,” Am. J. Obstet. Gynecol. 191(5), 1606–1617 (2004). [CrossRef]
- D. Arifler, I. Pavlova, A. Gillenwater, and R. Richards-Kortum, “Light scattering from collagen fiber networks: micro-optical properties of normal and neoplastic stroma,” Biophys. J. 92(9), 3260–3274 (2007). [CrossRef]
- I. Pavlova, K. Sokolov, R. Drezek, A. Malpica, M. Follen, and R. Richards-Kortum, “Microanatomical and biochemical origins of normal and precancerous cervical autofluorescence using laser-scanning fluorescence confocal microscopy,” Photochem. Photobiol. 77(5), 550–555 (2003). [CrossRef]
- R. Drezek, C. Brookner, I. Pavlova, I. Boiko, A. Malpica, R. Lotan, M. Follen, and R. Richards-Kortum, “Autofluorescence microscopy of fresh cervical-tissue sections reveals alterations in tissue biochmistry with dysplasia,” Photochem. Photobiol. 73(6), 636–641 (2001). [CrossRef]
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- D. Arifler, I. Pavlova, A. Gillenwater, and R. Richards-Kortum, “Light scattering from collagen fiber networks: micro-optical properties of normal and neoplastic stroma,” Biophys. J. 92(9), 3260–3274 (2007). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
- K. Rivoire, A. Nath, D. D. Cox, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “The effects of repeated spectroscopic pressure measurements on fluorescence intensity in the cervix,” Am. J. Obstet. Gynecol. 191(5), 1606–1617 (2004). [CrossRef]
- A. Nath, K. Rivoire, S. Chang, D. Cox, E. N. Atkinson, M. Follen, and R. Richards-Kortum, “Effect of probe pressure on cervical fluorescence spectroscopy measurements,” J. Biomed. Opt. 9(3), 523–533 (2004). [CrossRef]
- D. D. Cox, S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, R. Richards-Kortum, and M. Follen, “Detecting the signal of the menstrual cycle in fluorescence spectroscopy of the cervix,” Appl. Spectrosc. 57(1), 67–72 (2003). [CrossRef]
- C. Brookner, U. Utzinger, M. Follen, R. Richards-Kortum, D. D. Cox, and E. N. Atkinson, “Effects of biographical variables on cervical fluorescence emission spectra,” J. Biomed. Opt. 8(3), 479–483 (2003). [CrossRef]
- I. Pavlova, K. Sokolov, R. Drezek, A. Malpica, M. Follen, and R. Richards-Kortum, “Microanatomical and biochemical origins of normal and precancerous cervical autofluorescence using laser-scanning fluorescence confocal microscopy,” Photochem. Photobiol. 77(5), 550–555 (2003). [CrossRef]
- R. Drezek, M. Guillaud, T. Collier, I. Boiko, A. Malpica, C. Macaulay, M. Follen, and R. Richards-Kortum, “Light scattering from cervical cells throughout neoplastic progression: influence of nuclear morphology, DNA content, and chromatin texture,” J. Biomed. Opt. 8(1), 7–16 (2003). [CrossRef]
- S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “Fluorescence spectroscopy for cervical precancer detection: Is there variance across the menstrual cycle?” J. Biomed. Opt. 7(4), 595–602 (2002). [CrossRef]
- R. Drezek, K. Sokolov, U. Utzinger, I. Boiko, A. Malpica, M. Follen, and R. Richards-Kortum, “Understanding the contributions of NADH and collagen to cervical tissue fluorescence spectra: modeling, measurements, and implication,” J. Biomed. Opt. 6(4), 385–396 (2001). [CrossRef]
- N. Ramanujam, R. Richards-Kortum, S. Thomsen, A. Mahadevan-Jansen, M. Follen, and B. Chance, “Low Temperature Fluorescence Imaging of Freeze-trapped Human Cervical Tissues,” Opt. Express 8(6), 335–343 (2001). [CrossRef]
- R. Drezek, C. Brookner, I. Pavlova, I. Boiko, A. Malpica, R. Lotan, M. Follen, and R. Richards-Kortum, “Autofluorescence microscopy of fresh cervical-tissue sections reveals alterations in tissue biochmistry with dysplasia,” Photochem. Photobiol. 73(6), 636–641 (2001). [CrossRef]
- C. Brookner, M. Follen, I. Boiko, J. Galvan, S. Thomsen, A. Malpica, S. Suzuki, R. Lotan, and R. Richards-Kortum, “Autofluorescence patterns in short-term cultures of normal cervical tissue,” Photochem. Photobiol. 71(6), 730–736 (2000). [CrossRef]
- A. Nath, K. Rivoire, S. Chang, D. Cox, E. N. Atkinson, M. Follen, and R. Richards-Kortum, “Effect of probe pressure on cervical fluorescence spectroscopy measurements,” J. Biomed. Opt. 9(3), 523–533 (2004). [CrossRef]
- K. Rivoire, A. Nath, D. D. Cox, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “The effects of repeated spectroscopic pressure measurements on fluorescence intensity in the cervix,” Am. J. Obstet. Gynecol. 191(5), 1606–1617 (2004). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
- I. Pavlova, K. Sokolov, R. Drezek, A. Malpica, M. Follen, and R. Richards-Kortum, “Microanatomical and biochemical origins of normal and precancerous cervical autofluorescence using laser-scanning fluorescence confocal microscopy,” Photochem. Photobiol. 77(5), 550–555 (2003). [CrossRef]
- R. Drezek, K. Sokolov, U. Utzinger, I. Boiko, A. Malpica, M. Follen, and R. Richards-Kortum, “Understanding the contributions of NADH and collagen to cervical tissue fluorescence spectra: modeling, measurements, and implication,” J. Biomed. Opt. 6(4), 385–396 (2001). [CrossRef]
- D. D. Cox, S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, R. Richards-Kortum, and M. Follen, “Detecting the signal of the menstrual cycle in fluorescence spectroscopy of the cervix,” Appl. Spectrosc. 57(1), 67–72 (2003). [CrossRef]
- S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “Fluorescence spectroscopy for cervical precancer detection: Is there variance across the menstrual cycle?” J. Biomed. Opt. 7(4), 595–602 (2002). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- C. Brookner, M. Follen, I. Boiko, J. Galvan, S. Thomsen, A. Malpica, S. Suzuki, R. Lotan, and R. Richards-Kortum, “Autofluorescence patterns in short-term cultures of normal cervical tissue,” Photochem. Photobiol. 71(6), 730–736 (2000). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- N. Ramanujam, R. Richards-Kortum, S. Thomsen, A. Mahadevan-Jansen, M. Follen, and B. Chance, “Low Temperature Fluorescence Imaging of Freeze-trapped Human Cervical Tissues,” Opt. Express 8(6), 335–343 (2001). [CrossRef]
- C. Brookner, M. Follen, I. Boiko, J. Galvan, S. Thomsen, A. Malpica, S. Suzuki, R. Lotan, and R. Richards-Kortum, “Autofluorescence patterns in short-term cultures of normal cervical tissue,” Photochem. Photobiol. 71(6), 730–736 (2000). [CrossRef]
- C. Brookner, U. Utzinger, M. Follen, R. Richards-Kortum, D. D. Cox, and E. N. Atkinson, “Effects of biographical variables on cervical fluorescence emission spectra,” J. Biomed. Opt. 8(3), 479–483 (2003). [CrossRef]
- D. D. Cox, S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, R. Richards-Kortum, and M. Follen, “Detecting the signal of the menstrual cycle in fluorescence spectroscopy of the cervix,” Appl. Spectrosc. 57(1), 67–72 (2003). [CrossRef]
- S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “Fluorescence spectroscopy for cervical precancer detection: Is there variance across the menstrual cycle?” J. Biomed. Opt. 7(4), 595–602 (2002). [CrossRef]
- R. Drezek, K. Sokolov, U. Utzinger, I. Boiko, A. Malpica, M. Follen, and R. Richards-Kortum, “Understanding the contributions of NADH and collagen to cervical tissue fluorescence spectra: modeling, measurements, and implication,” J. Biomed. Opt. 6(4), 385–396 (2001). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- H. Zhu, M. Vannucci, and D. D. Cox, “A Bayesian Hierarchical Model for Classification with Selection of Functional Predictors,” Biometrics 66(2), 463–473 (2010). [CrossRef]
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
- H. Zhu, M. Vannucci, and D. D. Cox, “A Bayesian Hierarchical Model for Classification with Selection of Functional Predictors,” Biometrics 66(2), 463–473 (2010). [CrossRef]
Am. J. Obstet. Gynecol.
- K. Rivoire, A. Nath, D. D. Cox, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “The effects of repeated spectroscopic pressure measurements on fluorescence intensity in the cervix,” Am. J. Obstet. Gynecol. 191(5), 1606–1617 (2004). [CrossRef]
Appl. Spectrosc.
- D. D. Cox, S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, R. Richards-Kortum, and M. Follen, “Detecting the signal of the menstrual cycle in fluorescence spectroscopy of the cervix,” Appl. Spectrosc. 57(1), 67–72 (2003). [CrossRef]
Biometrics
- H. Zhu, M. Vannucci, and D. D. Cox, “A Bayesian Hierarchical Model for Classification with Selection of Functional Predictors,” Biometrics 66(2), 463–473 (2010). [CrossRef]
Biophys. J.
- D. Arifler, I. Pavlova, A. Gillenwater, and R. Richards-Kortum, “Light scattering from collagen fiber networks: micro-optical properties of normal and neoplastic stroma,” Biophys. J. 92(9), 3260–3274 (2007). [CrossRef]
Gynecol. Oncol.
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
Int. J. Cancer
- S.B. Cantor, J.M. Yamal, M. Guillaud, D.D. Cox, E.N. Atkinson, J.L. Benedet, D. Miller, T. Ehlen, J. Matisic, D. van Niekerk, M. Bertrand, A. Milbourne, H. Rhodes, A. Malpica, G. Staerkel, S. Nader-Eftekhari, K. Adler-Storthz, M.E. Scheurer, K. Basen-Engquist, E. Shinn, L.A. West, A.T. Vlastos, X. Tao, J.R. Beck, C. MacAulay, and M. Follen, “Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy,” Int. J. Cancer (accepted for resubmission).
J. Biomed. Opt.
- S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “Fluorescence spectroscopy for cervical precancer detection: Is there variance across the menstrual cycle?” J. Biomed. Opt. 7(4), 595–602 (2002). [CrossRef]
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- A. Nath, K. Rivoire, S. Chang, D. Cox, E. N. Atkinson, M. Follen, and R. Richards-Kortum, “Effect of probe pressure on cervical fluorescence spectroscopy measurements,” J. Biomed. Opt. 9(3), 523–533 (2004). [CrossRef]
- C. Brookner, U. Utzinger, M. Follen, R. Richards-Kortum, D. D. Cox, and E. N. Atkinson, “Effects of biographical variables on cervical fluorescence emission spectra,” J. Biomed. Opt. 8(3), 479–483 (2003). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- R. Drezek, K. Sokolov, U. Utzinger, I. Boiko, A. Malpica, M. Follen, and R. Richards-Kortum, “Understanding the contributions of NADH and collagen to cervical tissue fluorescence spectra: modeling, measurements, and implication,” J. Biomed. Opt. 6(4), 385–396 (2001). [CrossRef]
- R. Drezek, M. Guillaud, T. Collier, I. Boiko, A. Malpica, C. Macaulay, M. Follen, and R. Richards-Kortum, “Light scattering from cervical cells throughout neoplastic progression: influence of nuclear morphology, DNA content, and chromatin texture,” J. Biomed. Opt. 8(1), 7–16 (2003). [CrossRef]
Opt. Express
- N. Ramanujam, R. Richards-Kortum, S. Thomsen, A. Mahadevan-Jansen, M. Follen, and B. Chance, “Low Temperature Fluorescence Imaging of Freeze-trapped Human Cervical Tissues,” Opt. Express 8(6), 335–343 (2001). [CrossRef]
Photochem. Photobiol.
- R. Drezek, C. Brookner, I. Pavlova, I. Boiko, A. Malpica, R. Lotan, M. Follen, and R. Richards-Kortum, “Autofluorescence microscopy of fresh cervical-tissue sections reveals alterations in tissue biochmistry with dysplasia,” Photochem. Photobiol. 73(6), 636–641 (2001). [CrossRef]
- C. Brookner, M. Follen, I. Boiko, J. Galvan, S. Thomsen, A. Malpica, S. Suzuki, R. Lotan, and R. Richards-Kortum, “Autofluorescence patterns in short-term cultures of normal cervical tissue,” Photochem. Photobiol. 71(6), 730–736 (2000). [CrossRef]
- I. Pavlova, K. Sokolov, R. Drezek, A. Malpica, M. Follen, and R. Richards-Kortum, “Microanatomical and biochemical origins of normal and precancerous cervical autofluorescence using laser-scanning fluorescence confocal microscopy,” Photochem. Photobiol. 77(5), 550–555 (2003). [CrossRef]
Other
- B. Pikkula, D. Serachitopol, C. MacAulay, N. Mackinnon, J. S. Lee, D. D. Cox, E. N. Atkinson, M. Follen, and R. Richards-Kortum, “Multicenter clinical trials of in vivo fluorescence: are the measurements equivalent?” Proc SPIE 6430–64301Q (2007).
- D. M. Gershensen, A. H. DeCherney, S. L. Curry, and L. Brubaker, Operative Gynecology, 2nd edition, (Saunders, 2001).
- H. Zhu, and D. D. Cox, “A Functional Generalized Linear Model with Curve Selection in Cervical Pre-cancer Diagnosis Using Fluorescence Spectroscopy,” Optimality: The Third Erich L. Lehmann Symposium 57, 173–189 (2009).
2010, Zhu, Biometrics
- H. Zhu, M. Vannucci, and D. D. Cox, “A Bayesian Hierarchical Model for Classification with Selection of Functional Predictors,” Biometrics 66(2), 463–473 (2010). [CrossRef]
- B. M. Pikkula, O. Shuhatovich, R. L. Price, D. M. Serachitopol, M. Follen, N. McKinnon, C. MacAulay, R. Richards-Kortum, J. S. Lee, E. N. Atkinson, and D. D. Cox, “Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia,” J. Biomed. Opt. 12(3), 034014 (2007). [CrossRef]
- D. Arifler, I. Pavlova, A. Gillenwater, and R. Richards-Kortum, “Light scattering from collagen fiber networks: micro-optical properties of normal and neoplastic stroma,” Biophys. J. 92(9), 3260–3274 (2007). [CrossRef]
- J. Freeberg, D. Serachitopol, N. McKinnon, R. Price, E. N. Atkinson, D. D. Cox, C. MacAulay, R. Richards-Kortum, M. Follen, and B. Pikkula, “Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe,” J. Biomed. Opt. 12(3), 034015 (2007). [CrossRef]
- N. Marín, N. MacKinnon, C. MacAulay, S. K. Chang, E. N. Atkinson, D. D. Cox, D. Serachitopol, B. Pikkula, M. Follen, and R. Richards-Kortum, “Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis,” J. Biomed. Opt. 11(1), 014010 (2006). [CrossRef]
- J. S. Lee, O. Shuhatovich, R. Price, B. Pikkula, M. Follen, N. McKinnon, C. Macaulay, B. Knight, R. Richards-Kortum, and D. D. Cox, “Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia,” Gynecol. Oncol. 99(3), S98–S111 (2005). [CrossRef]
- A. Nath, K. Rivoire, S. Chang, D. Cox, E. N. Atkinson, M. Follen, and R. Richards-Kortum, “Effect of probe pressure on cervical fluorescence spectroscopy measurements,” J. Biomed. Opt. 9(3), 523–533 (2004). [CrossRef]
- K. Rivoire, A. Nath, D. D. Cox, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “The effects of repeated spectroscopic pressure measurements on fluorescence intensity in the cervix,” Am. J. Obstet. Gynecol. 191(5), 1606–1617 (2004). [CrossRef]
- C. Brookner, U. Utzinger, M. Follen, R. Richards-Kortum, D. D. Cox, and E. N. Atkinson, “Effects of biographical variables on cervical fluorescence emission spectra,” J. Biomed. Opt. 8(3), 479–483 (2003). [CrossRef]
- I. Pavlova, K. Sokolov, R. Drezek, A. Malpica, M. Follen, and R. Richards-Kortum, “Microanatomical and biochemical origins of normal and precancerous cervical autofluorescence using laser-scanning fluorescence confocal microscopy,” Photochem. Photobiol. 77(5), 550–555 (2003). [CrossRef]
- R. Drezek, M. Guillaud, T. Collier, I. Boiko, A. Malpica, C. Macaulay, M. Follen, and R. Richards-Kortum, “Light scattering from cervical cells throughout neoplastic progression: influence of nuclear morphology, DNA content, and chromatin texture,” J. Biomed. Opt. 8(1), 7–16 (2003). [CrossRef]
- S. K. Chang, M. Dawood, G. Staerkel, U. Utzinger, E. N. Atkinson, R. Richards-Kortum, and M. Follen, “Fluorescence spectroscopy for cervical precancer detection: Is there variance across the menstrual cycle?” J. Biomed. Opt. 7(4), 595–602 (2002). [CrossRef]
- R. Drezek, C. Brookner, I. Pavlova, I. Boiko, A. Malpica, R. Lotan, M. Follen, and R. Richards-Kortum, “Autofluorescence microscopy of fresh cervical-tissue sections reveals alterations in tissue biochmistry with dysplasia,” Photochem. Photobiol. 73(6), 636–641 (2001). [CrossRef]
- R. Drezek, K. Sokolov, U. Utzinger, I. Boiko, A. Malpica, M. Follen, and R. Richards-Kortum, “Understanding the contributions of NADH and collagen to cervical tissue fluorescence spectra: modeling, measurements, and implication,” J. Biomed. Opt. 6(4), 385–396 (2001). [CrossRef]
- C. Brookner, M. Follen, I. Boiko, J. Galvan, S. Thomsen, A. Malpica, S. Suzuki, R. Lotan, and R. Richards-Kortum, “Autofluorescence patterns in short-term cultures of normal cervical tissue,” Photochem. Photobiol. 71(6), 730–736 (2000). [CrossRef]
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