Computer-Aided, Multi-Modal, and Compression Diffuse Optical Studies of Breast Tissue

Diffuse Optical Tomography and Spectroscopy permit measurement of important physiological parameters non-invasively through ~10 cm of tissue. I have applied these techniques in measurements of human breast and breast cancer. My thesis integrates three loosely connected themes in this context: multi-modal breast cancer imaging, automated data analysis of breast cancer images, and microvascular hemodynamics of breast under compression. As per the first theme, I describe construction, testing, and the initial clinical usage of two generations of imaging systems for simultaneous diffuse optical and magnetic resonance imaging. The second project develops a statistical analysis of optical breast data from many spatial locations in a population of cancers to derive a novel optical signature of malignancy; I then apply this data-derived signature for localization of cancer in additional subjects. Finally, I construct and deploy diffuse optical instrumentation to measure blood content and blood flow during breast compression; besides optics, this research has implications for any method employing breast compression, e.g., mammography. Degree Type Dissertation Degree Name Doctor of Philosophy (PhD) Graduate Group Physics & Astronomy First Advisor Arjun G. Yodh

[1]  P. Niederer,et al.  New methods for monitoring cerebral oxygenation and hemodynamics in patients with subarachnoid hemorrhage. , 2002, Acta neurochirurgica. Supplement.

[2]  A G Yodh,et al.  Fluorescent diffuse photon density waves in homogeneous and heterogeneous turbid media: analytic solutions and applications. , 1996, Applied optics.

[3]  M. Schweiger,et al.  A finite element approach for modeling photon transport in tissue. , 1993, Medical physics.

[4]  Chao Zhou In-vivo optical imaging and spectroscopy of cerebral hemodynamics , 2007 .

[5]  Simon R. Arridge,et al.  Application of the finite-element method for the forward and inverse models in optical tomography , 1993, Journal of Mathematical Imaging and Vision.

[6]  J. Mourant,et al.  Predictions and measurements of scattering and absorption over broad wavelength ranges in tissue phantoms. , 1997, Applied optics.

[7]  D. Boas,et al.  Fluorescence lifetime imaging in turbid media. , 1996, Optics letters.

[8]  Alessandro Torricelli,et al.  Effects of the Menstrual Cycle on the Red and Near-infrared Optical Properties of the Human Breast¶ , 2000, Photochemistry and photobiology.

[9]  Rakesh K Jain,et al.  Molecular regulation of vessel maturation , 2003, Nature Medicine.

[10]  BouguerPierre Essai d'Optique sur la Gradation de la Lumière , 1922 .

[11]  Hamid Dehghani,et al.  Subsurface diffuse optical tomography can localize absorber and fluorescent objects but recovered image sensitivity is nonlinear with depth. , 2007, Applied optics.

[12]  S Andersson-Engels,et al.  Changes in spectral shape of tissue optical properties in conjunction with laser-induced thermotherapy. , 1998, Applied optics.

[13]  A. Renshaw Henry??s Clinical Diagnosis and Management by Laboratory Methods , 2007 .

[14]  S Arridge,et al.  A gradient-based optimisation scheme foroptical tomography. , 1998, Optics express.

[15]  Martin Schweiger,et al.  Three-dimensional time-resolved optical mammography of the uncompressed breast. , 2006, Applied optics.

[16]  Eva M Sevick-Muraca,et al.  Fluorescence-enhanced, near infrared diagnostic imaging with contrast agents. , 2002, Current opinion in chemical biology.

[17]  M. Schweiger,et al.  Diffuse optical tomography with spectral constraints and wavelength optimization. , 2005, Applied optics.

[18]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[19]  S Nioka,et al.  NIR Spectroscopic Detection of Breast Cancer , 2005, Technology in cancer research & treatment.

[20]  J. Detre,et al.  Optical investigations of physiology: a study of intrinsic and extrinsic biomedical contrast. , 1997, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[21]  Alessandro Torricelli,et al.  Seven-wavelength time-resolved optical mammography extending beyond 1000 nm for breast collagen quantification. , 2009, Optics express.

[22]  D. Malacara-Hernández,et al.  PRINCIPLES OF OPTICS , 2011 .

[23]  Sandra K. Soho,et al.  Characterization of hemoglobin, water, and NIR scattering in breast tissue: analysis of intersubject variability and menstrual cycle changes. , 2004, Journal of biomedical optics.

[24]  R. Choe Diffuse optical tomography and spectroscopy of breast cancer and fetal brain , 2005 .

[25]  B Chance,et al.  Metabolism-enhanced tumor localization by fluorescence imaging: in vivo animal studies. , 2003, Optics letters.

[26]  D. J. Segelstein The complex refractive index of water , 1981 .

[27]  Bo Qiang,et al.  Development of a handheld near-infrared imager for dynamic characterization of in vivo biological tissue systems. , 2007, Applied optics.

[28]  B. Pogue,et al.  Imaging breast adipose and fibroglandular tissue molecular signatures by using hybrid MRI-guided near-infrared spectral tomography. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[29]  Regine Choe,et al.  Comparison of diffuse optical tomography of human breast with whole-body and breast-only positron emission tomography. , 2008, Medical physics.

[30]  B Chance,et al.  Recovery from exercise-induced desaturation in the quadriceps muscles of elite competitive rowers. , 1992, The American journal of physiology.

[31]  M. Patterson,et al.  Improved solutions of the steady-state and the time-resolved diffusion equations for reflectance from a semi-infinite turbid medium. , 1997, Journal of the Optical Society of America. A, Optics, image science, and vision.

[32]  Heidrun Wabnitz,et al.  Evaluation of optical properties of highly scattering media by moments of distributions of times of flight of photons. , 2003, Applied optics.

[33]  Bernard Rachet,et al.  Cancer survival in five continents: a worldwide population-based study (CONCORD). , 2008, The Lancet. Oncology.

[34]  D. Boas Diffuse photon probes of structural and dynamical properties of turbid media: Theory and biomedical applications , 1996 .

[35]  Wensheng Guo,et al.  Computer aided automatic detection of malignant lesions in diffuse optical mammography. , 2010, Medical physics.

[36]  M J Holboke,et al.  Three-dimensional diffuse optical mammography with ultrasound localization in a human subject. , 2000, Journal of biomedical optics.

[37]  B. Pogue,et al.  Combining near-infrared tomography and magnetic resonance imaging to study in vivo breast tissue: implementation of a Laplacian-type regularization to incorporate magnetic resonance structure. , 2005, Journal of biomedical optics.

[38]  Douglas J. Durian,et al.  Investigating non-Gaussian scattering processes by using nth-order intensity correlation functions , 1999 .

[39]  B. Pogue,et al.  Image-guided optical spectroscopy provides molecular-specific information in vivo: MRI-guided spectroscopy of breast cancer hemoglobin, water, and scatterer size. , 2007, Optics letters.

[40]  Thomas Koehler,et al.  Linear image reconstruction for a diffuse optical mammography system in a noncompressed geometry using scattering fluid , 2009 .

[41]  M. Gail,et al.  Projecting individualized probabilities of developing breast cancer for white females who are being examined annually. , 1989, Journal of the National Cancer Institute.

[42]  Y. Takane,et al.  Generalized Inverse Matrices , 2011 .

[43]  Charles L. Lawson,et al.  Solving least squares problems , 1976, Classics in applied mathematics.

[44]  John,et al.  Diffusing-wave spectroscopy and multiple scattering of light in correlated random media. , 1989, Physical review. B, Condensed matter.

[45]  R. Cubeddu,et al.  Bulk optical properties and tissue components in the female breast from multiwavelength time-resolved optical mammography. , 2004, Journal of biomedical optics.

[46]  B. Chance,et al.  Spectroscopy and Imaging with Diffusing Light , 1995 .

[47]  R. Carlson,et al.  Multidisciplinary Management of Locally Advanced Breast Cancer , 1999, The breast journal.

[48]  M. Trese,et al.  New therapies for the treatment of age-related macular degeneration , 2000 .

[49]  A. Darzi,et al.  Diffuse optical imaging of the healthy and diseased breast: A systematic review , 2008, Breast Cancer Research and Treatment.

[50]  Britton Chance,et al.  Breast imaging technology: Probing physiology and molecular function using optical imaging - applications to breast cancer , 2000, Breast Cancer Research.

[51]  Jennifer J. Gibson,et al.  Electromagnetic breast imaging: results of a pilot study in women with abnormal mammograms. , 2007, Radiology.

[52]  P. Qiu The Statistical Evaluation of Medical Tests for Classification and Prediction , 2005 .

[53]  Alexander D. Klose,et al.  Optical tomography with the equation of radiative transfer , 2008 .

[54]  J. Estève,et al.  Statistical methods in cancer research. Volume IV. Descriptive epidemiology. , 1998, IARC scientific publications.

[55]  N. Dubrawsky Cancer statistics , 1989, CA: a cancer journal for clinicians.

[56]  A G Yodh,et al.  Fluorescent heterogeneities in turbid media: limits for detection, characterization, and comparison with absorption. , 1998, Applied optics.

[57]  M. Huang,et al.  Benign versus malignant breast masses: optical differentiation with US-guided optical imaging reconstruction. , 2005, Radiology.

[58]  Vadim A. Markel,et al.  Imaging complex structures with diffuse light. , 2008, Optics express.

[59]  H. Dehghani,et al.  Diffuse optical imaging , 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[60]  Gert W. t'Hooft,et al.  First results from the Philips optical mammoscope , 1998, European Conference on Biomedical Optics.

[61]  J. Detre,et al.  Transcranial optical monitoring of cerebrovascular hemodynamics in acute stroke patients. , 2009, Optics express.

[62]  G. C. Pomraning,et al.  Linear Transport Theory , 1967 .

[63]  S Nioka,et al.  Comparison of time-resolved and -unresolved measurements of deoxyhemoglobin in brain. , 1988, Proceedings of the National Academy of Sciences of the United States of America.

[64]  B. Tromberg,et al.  Spectroscopy enhances the information content of optical mammography. , 2002, Journal of biomedical optics.

[65]  V Ntziachristos,et al.  Imager that combines near-infrared diffusive light and ultrasound. , 1999, Optics letters.

[66]  Brian W Pogue,et al.  Measurement of pressure-displacement kinetics of hemoglobin in normal breast tissue with near-infrared spectral imaging. , 2009, Applied optics.

[67]  Mitchell D. Schnall,et al.  TU‐E‐201C‐07: Computer Aided Detection for Diffuse Optical Mammography , 2010 .

[68]  A. Jemal,et al.  Cancer Statistics, 2010 , 2010, CA: a cancer journal for clinicians.

[69]  D. Boas,et al.  Compression-induced changes in the physiological state of the breast as observed through frequency domain photon migration measurements. , 2006, Journal of Biomedical Optics.

[70]  P. C. de Witt Hamer,et al.  Blood volume measurement with indocyanine green pulse spectrophotometry: dose and site of dye administration , 2009, Acta Neurochirurgica.

[71]  R. Aronson,et al.  Boundary conditions for diffusion of light. , 1995, Journal of the Optical Society of America. A, Optics, image science, and vision.

[72]  Vasilis Ntziachristos,et al.  Small-animal optical imaging. , 2008, Journal of biomedical optics.

[73]  B. Pogue,et al.  Quantitative hemoglobin tomography with diffuse near-infrared spectroscopy: pilot results in the breast. , 2001, Radiology.

[74]  Huabei Jiang,et al.  Noninvasive in vivo tomographic optical imaging of cellular morphology in the breast: possible convergence of microscopic pathology and macroscopic radiology. , 2008, Medical physics.

[75]  I. Driver,et al.  The optical properties of aqueous suspensions of Intralipid, a fat emulsion , 1989 .

[76]  Simon R. Arridge,et al.  Inverse Methods for Optical Tomography , 1993, IPMI.

[77]  B. Ackerson,et al.  Correlation transfer: development and application. , 1994 .

[78]  Heidrun Wabnitz,et al.  Bed-side assessment of cerebral perfusion in stroke patients based on optical monitoring of a dye bolus by time-resolved diffuse reflectance , 2005, NeuroImage.

[79]  I. Fidler,et al.  Tumor heterogeneity and the biology of cancer invasion and metastasis. , 1978, Cancer research.

[80]  Nirmala Ramanujam,et al.  Model based and empirical spectral analysis for the diagnosis of breast cancer. , 2008, Optics express.

[81]  R. Cubeddu,et al.  In vivo time-resolved reflectance spectroscopy of the human forehead. , 2007, Applied optics.

[82]  Charles S. Johnson,et al.  Laser Light Scattering , 1995 .

[83]  K. T. Moesta,et al.  Time-domain scanning optical mammography: I. Recording and assessment of mammograms of 154 patients , 2005, Physics in medicine and biology.

[84]  Edward Azavedo,et al.  Guidelines for International Breast Health and Cancer Control – Implementation Supplement to Cancer Guideline Implementation for Breast Healthcare in Low-Income and Middle-Income Countries Overview of the Breast Health Global Initiative Global Summit 2007 , 2008 .

[85]  D Contini,et al.  Photon migration through a turbid slab described by a model based on diffusion approximation. I. Theory. , 1997, Applied optics.

[86]  G Gulsen,et al.  In vivo water state measurements in breast cancer using broadband diffuse optical spectroscopy , 2008, Physics in medicine and biology.

[87]  S. Silbernagl,et al.  Color atlas of physiology , 1981 .

[88]  B. Pogue,et al.  A parallel-detection frequency-domain near-infrared tomography system for hemoglobin imaging of the , 2001 .

[89]  J. Hebden,et al.  Diagnostic imaging with light. , 1997, The British journal of radiology.

[90]  BouguerPierre,et al.  Essai d'optique sur la gradation de la lumière , 1922, Nature.

[91]  Dirk Grosenick,et al.  Breast cancer: early- and late-fluorescence near-infrared imaging with indocyanine green--a preliminary study. , 2011, Radiology.

[92]  M Säbel,et al.  Determination of average glandular dose with modern mammography units for two large groups of patients. , 1997, Physics in medicine and biology.

[93]  Vadim A. Markel,et al.  Inverse problem in optical diffusion tomography. IV. Nonlinear inversion formulas. , 2003, Journal of the Optical Society of America. A, Optics, image science, and vision.

[94]  S R Arridge,et al.  Optical imaging in medicine: I. Experimental techniques , 1997, Physics in medicine and biology.

[95]  F. Seifert,et al.  Concurrent multiple-projection optical and MR mammography , 2005, SPIE BiOS.

[96]  B. Tromberg,et al.  Broadband absorption spectroscopy in turbid media by combined frequency-domain and steady-state methods. , 2000, Applied optics.

[97]  A. Yodh,et al.  Diffuse optics for tissue monitoring and tomography , 2010, Reports on progress in physics. Physical Society.

[98]  Britton Chance,et al.  TIME-CORRELATED SINGLE PHOTON COUNTING IMAGER FOR SIMULTANEOUS MAGNETIC RESONANCE AND NEAR-INFRARED MAMMOGRAPHY , 1998 .

[99]  J. Macfie The development of fat emulsions. , 1999, Nutrition.

[100]  Robert Tibshirani,et al.  The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Edition , 2001, Springer Series in Statistics.

[101]  Chun Li,et al.  Near-infrared optical imaging of epidermal growth factor receptor in breast cancer xenografts. , 2003, Cancer research.

[102]  Soren D. Konecky,et al.  Diffuse optical tomography of breast cancer during neoadjuvant chemotherapy: a case study with comparison to MRI. , 2005, Medical physics.

[103]  B. Tromberg,et al.  Method for recovering quantitative broadband diffuse optical spectra from layered media. , 2006, Applied optics.

[104]  J P Culver,et al.  Optimization of optode arrangements for diffuse optical tomography: A singular-value analysis. , 2001, Optics letters.

[105]  Britton Chance,et al.  Reradiation and imaging of diffuse photon density waves using fluorescent inhomogeneities , 1994 .

[106]  Dirk Grosenick,et al.  Late-fluorescence mammography assesses tumor capillary permeability and differentiates malignant from benign lesions. , 2009, Optics express.

[107]  K. T. Moesta,et al.  Time-domain optical mammography: initial clinical results on detection and characterization of breast tumors. , 2003, Applied optics.

[108]  Joseph J O'Hagan,et al.  Measurement of the hyperelastic properties of 44 pathological ex vivo breast tissue samples , 2009, Physics in medicine and biology.

[109]  B. Pogue,et al.  Statistical analysis of nonlinearly reconstructed near-infrared tomographic images. I. Theory and simulations , 2002, IEEE Transactions on Medical Imaging.

[110]  Eric L. Miller,et al.  Combined optical imaging and mammography of the healthy breast: Optical contrast derived from breast structure and compression , 2009, IEEE Transactions on Medical Imaging.

[111]  Anthony J. Durkin,et al.  In vivo quantification of optical contrast agent dynamics in rat tumors by use of diffuse optical spectroscopy with magnetic resonance imaging coregistration. , 2003, Applied optics.

[112]  D. Delpy,et al.  System for long-term measurement of cerebral blood and tissue oxygenation on newborn infants by near infra-red transillumination , 1988, Medical and Biological Engineering and Computing.

[113]  Kai Licha,et al.  Near-infrared fluorescent probes for imaging vascular pathophysiology , 2008, Basic Research in Cardiology.

[114]  M. Huang,et al.  Utilizing optical tomography with ultrasound localization to image heterogeneous hemoglobin distribution in large breast cancers. , 2005, Neoplasia.

[115]  H. D. de Koning,et al.  Efficacy of MRI and mammography for breast-cancer screening in women with a familial or genetic predisposition. , 2004, The New England journal of medicine.

[116]  John C Rasmussen,et al.  Molecular imaging with optics: primer and case for near-infrared fluorescence techniques in personalized medicine. , 2008, Journal of biomedical optics.

[117]  F. Winsberg,et al.  Detection of Radiographic Abnormalities in Mammograms by Means of Optical Scanning and Computer Analysis , 1967 .

[118]  B. Tromberg,et al.  Imaging in breast cancer: Diffuse optics in breast cancer: detecting tumors in pre-menopausal women and monitoring neoadjuvant chemotherapy , 2005, Breast Cancer Research.

[119]  K. Kotz,et al.  Inspiratory contrast for in vivo optical imaging. , 2008, Optics express.

[120]  K Paulsen,et al.  Instrumentation and design of a frequency-domain diffuse optical tomography imager for breast cancer detection. , 1997, Optics express.

[121]  B. Chance,et al.  Time-dependent blood flow and oxygenation in human skeletal muscles measured with noninvasive near-infrared diffuse optical spectroscopies. , 2005, Journal of biomedical optics.

[122]  S. Arridge,et al.  Optical imaging in medicine: II. Modelling and reconstruction , 1997, Physics in medicine and biology.

[123]  D. Kopans,et al.  Digital tomosynthesis in breast imaging. , 1997, Radiology.

[124]  A. Padhani,et al.  Dynamic optical breast imaging: a novel technique to detect and characterize tumor vessels. , 2009, European journal of radiology.

[125]  Heidrun Wabnitz,et al.  Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain , 2006, NeuroImage.

[126]  Comparison of imaged ICG and Gd kinetics with a DOT-MRI instrument , 2006 .

[127]  R. Cubeddu,et al.  Clinical trial of time-resolved scanning optical mammography at 4 wavelengths between 683 and 975 nm. , 2004, Journal of biomedical optics.

[128]  Avinash C. Kak,et al.  Principles of computerized tomographic imaging , 2001, Classics in applied mathematics.

[129]  V. Ntziachristos,et al.  MRI-guided diffuse optical spectroscopy of malignant and benign breast lesions. , 2002, Neoplasia.

[130]  R. Jong,et al.  Assessing breast tissue density by transillumination breast spectroscopy (TIBS): an intermediate indicator of cancer risk. , 2007, The British journal of radiology.

[131]  Vadim A. Markel,et al.  Inverse problem in optical diffusion tomography. I. Fourier-Laplace inversion formulas. , 2001, Journal of the Optical Society of America. A, Optics, image science, and vision.

[132]  J.M.A. Lenihan,et al.  Biomechanics — Mechanical properties of living tissue , 1982 .

[133]  Arvid Wretlind,et al.  Invited Review: Development of Fat Emulsions , 1981 .

[134]  T. Elbert,et al.  Activity of the human visual cortex measured non-invasively by diffusing-wave spectroscopy. , 2007, Optics express.

[135]  B. Tromberg,et al.  Predicting response to breast cancer neoadjuvant chemotherapy using diffuse optical spectroscopy , 2007, Proceedings of the National Academy of Sciences.

[136]  M. Giger,et al.  Computer-aided detection and diagnosis of breast cancer. , 2000, Radiologic clinics of North America.

[137]  B. Pogue,et al.  Tutorial on diffuse light transport. , 2008, Journal of biomedical optics.

[138]  Martin Wolf,et al.  Progress of near-infrared spectroscopy and topography for brain and muscle clinical applications. , 2007, Journal of biomedical optics.

[139]  X. Intes Time-domain optical mammography SoftScan: initial results. , 2005, Academic radiology.

[140]  Vasilis Ntziachristos,et al.  Free-space fluorescence molecular tomography utilizing 360° geometry projections , 2007 .

[141]  J. Rothwell Principles of Neural Science , 1982 .

[142]  B. Pogue,et al.  Frequency-domain optical absorption spectroscopy of finite tissue volumes using diffusion theory. , 1994, Physics in medicine and biology.

[143]  Brian W Pogue,et al.  In vivo near-infrared spectral detection of pressure-induced changes in breast tissue. , 2003, Optics letters.

[144]  B. Pogue,et al.  Near-Infrared Characterization of Breast Tumors In Vivo using Spectrally-Constrained Reconstruction , 2005, Technology in cancer research & treatment.

[145]  Alessandro Torricelli,et al.  Feasibility of white-light time-resolved optical mammography. , 2006, Journal of biomedical optics.

[146]  B. Wilson,et al.  Time resolved reflectance and transmittance for the non-invasive measurement of tissue optical properties. , 1989, Applied optics.

[147]  Heidrun Wabnitz,et al.  Scanning Time-domain Optical Mammography: Detection and Characterization of Breast Tumors In Vivo , 2005, Technology in cancer research & treatment.

[148]  Shoko Nioka,et al.  Fast CW imager for ICG and Gd kinetics , 2006, SPIE BiOS.

[149]  D. Boas,et al.  Spatially varying dynamical properties of turbid media probed with diffusing temporal light correlation , 1997 .

[150]  J. Haselgrove,et al.  Photon hitting density. , 1993, Applied optics.

[151]  B. Wilson,et al.  A diffusion theory model of spatially resolved, steady-state diffuse reflectance for the noninvasive determination of tissue optical properties in vivo. , 1992, Medical physics.

[152]  V Ntziachristos,et al.  Differential diffuse optical tomography. , 1999, Optics express.

[153]  Vadim A. Markel,et al.  Inverse problem in optical diffusion tomography. II. Role of boundary conditions. , 2002, Journal of the Optical Society of America. A, Optics, image science, and vision.

[154]  R. Howe,et al.  Breast Tissue Stiffness in Compression is Correlated to Histological Diagnosis , 1999 .

[155]  A. Yodh,et al.  Diffuse optical measurement of blood flow in breast tumors. , 2006, Optics letters.

[156]  Britton Chance,et al.  Multichannel photon counting instrument for spatially resolved near infrared spectroscopy , 1999 .

[157]  A. Yodh,et al.  In vivo cerebrovascular measurement combining diffuse near-infrared absorption and correlation spectroscopies. , 2001, Physics in medicine and biology.

[158]  D. Boas,et al.  Non-invasive neuroimaging using near-infrared light , 2002, Biological Psychiatry.

[159]  E. Conant,et al.  Breast Cancer Detection Based on Incremental Biochemical and Physiological Properties of Breast Cancers , 2005 .

[160]  Dimitris N. Metaxas,et al.  Methods for Modeling and Predicting Mechanical Deformations of the Breast Under External Perturbations , 2001, MICCAI.

[161]  J. Frangioni In vivo near-infrared fluorescence imaging. , 2003, Current opinion in chemical biology.

[162]  Per Christian Hansen,et al.  Analysis of Discrete Ill-Posed Problems by Means of the L-Curve , 1992, SIAM Rev..

[163]  Raymond C Boston,et al.  High frame‐rate simultaneous bilateral breast DCE‐MRI , 2007, Magnetic resonance in medicine.

[164]  Vasilis Ntziachristos,et al.  CONCURRENT DIFFUSE OPTICAL TOMOGRAPHY, SPECTROSCOPY AND MAGNETIC RESONANCE IMAGING , 2000 .

[165]  Soren D. Konecky,et al.  Differentiation of benign and malignant breast tumors by in-vivo three-dimensional parallel-plate diffuse optical tomography. , 2009, Journal of biomedical optics.

[166]  Woo Kyung Moon,et al.  Computer-aided detection in full-field digital mammography: sensitivity and reproducibility in serial examinations. , 2008, Radiology.

[167]  V. Ntziachristos,et al.  Concurrent MRI and diffuse optical tomography of breast after indocyanine green enhancement. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[168]  D. Boas,et al.  Dynamic functional and mechanical response of breast tissue to compression. , 2008, Optics express.

[169]  B. Tromberg,et al.  In vivo absorption, scattering, and physiologic properties of 58 malignant breast tumors determined by broadband diffuse optical spectroscopy. , 2006, Journal of biomedical optics.

[170]  Alessandro Torricelli,et al.  Time-resolved reflectance at null source-detector separation: improving contrast and resolution in diffuse optical imaging. , 2005, Physical review letters.

[171]  Jeon-Hor Chen,et al.  Development of a combined multifrequency MRI-DOT system for human breast imaging using a priori information , 2010, BiOS.

[172]  B. Pogue,et al.  Statistical analysis of nonlinearly reconstructed near-infrared tomographic images. II. Experimental interpretation , 2002, IEEE Transactions on Medical Imaging.

[173]  Britton Chance,et al.  Accuracy limits in the determination of absolute optical properties using time-resolved NIR spectroscopy , 1999, Photonics West - Biomedical Optics.

[174]  C. D'Orsi,et al.  Diagnostic Performance of Digital Versus Film Mammography for Breast-Cancer Screening , 2005, The New England journal of medicine.

[175]  C. L. Hutchinson,et al.  Fluorescence and Absorption Contrast Mechanisms for Biomedical Optical Imaging Using Frequency‐Domain Techniques , 1997, Photochemistry and photobiology.

[176]  I. Weissman,et al.  Stem cells, cancer, and cancer stem cells , 2001, Nature.

[177]  Alexander Hartov,et al.  Electromagnetic breast imaging: average tissue property values in women with negative clinical findings. , 2004, Radiology.

[178]  Jinbo Chen,et al.  Projecting absolute invasive breast cancer risk in white women with a model that includes mammographic density. , 2006, Journal of the National Cancer Institute.

[179]  A. Manduca,et al.  MR elastography of breast cancer: preliminary results. , 2002, AJR. American journal of roentgenology.

[180]  Bruce J Tromberg,et al.  Combined diffuse optical spectroscopy and contrast-enhanced magnetic resonance imaging for monitoring breast cancer neoadjuvant chemotherapy: a case study. , 2005, Journal of biomedical optics.

[181]  Anna L. Brown,et al.  Effect of preoperative chemotherapy on the outcome of women with operable breast cancer. , 1998, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[182]  O. Steinkellner,et al.  Development of a multi-channel time-domain fluorescence mammograph , 2007, SPIE BiOS.

[183]  K. T. Moesta,et al.  Time-domain scanning optical mammography: II. Optical properties and tissue parameters of 87 carcinomas , 2005, Physics in medicine and biology.

[184]  David A Boas,et al.  Time-gated optical system for depth-resolved functional brain imaging. , 2006, Journal of biomedical optics.

[185]  S. Arridge,et al.  Optical tomography: forward and inverse problems , 2009, 0907.2586.

[186]  R. Arridget,et al.  The theoretical basis for the determination of optical pathlengths in tissue: temporal and frequency analysis , 1992 .

[187]  C. Tung,et al.  Fluorescent peptide probes for in vivo diagnostic imaging , 2004, Biopolymers.

[188]  L. Trahms,et al.  DC-magnetoencephalography and time-resolved near-infrared spectroscopy combined to study neuronal and vascular brain responses , 2007, Physiological measurement.

[189]  G. Maret Diffusing-Wave Spectroscopy , 1997 .

[190]  V. Ntziachristos,et al.  Three-dimensional diffuse optical tomography in the parallel plane transmission geometry: evaluation of a hybrid frequency domain/continuous wave clinical system for breast imaging. , 2003, Medical physics.

[191]  S. Rossitti Introduction to Functional Magnetic Resonance Imaging, Principles and Techniques , 2002 .

[192]  J. Detre,et al.  Noninvasive Measurement of Cerebral Blood Flow and Blood Oxygenation Using Near-Infrared and Diffuse Correlation Spectroscopies in Critically Brain-Injured Adults , 2010, Neurocritical care.

[193]  S. Arridge,et al.  Nonuniqueness in diffusion-based optical tomography. , 1998, Optics letters.

[194]  Stephen,et al.  Temporal fluctuations in wave propagation in random media. , 1988, Physical review. B, Condensed matter.

[195]  B. Tromberg,et al.  Diffuse optical monitoring of blood flow and oxygenation in human breast cancer during early stages of neoadjuvant chemotherapy. , 2007, Journal of biomedical optics.

[196]  B. Tromberg,et al.  Spatial variations in optical and physiological properties of healthy breast tissue. , 2002, Journal of biomedical optics.

[197]  E. Miller,et al.  Spatio-temporal imaging of the hemoglobin in the compressed breast with diffuse optical tomography , 2007, Physics in medicine and biology.

[198]  E S Gragoudas,et al.  Adverse reactions due to indocyanine green. , 1994, Ophthalmology.

[199]  M. Yaffe,et al.  American Cancer Society Guidelines for Breast Screening with MRI as an Adjunct to Mammography , 2007, CA: a cancer journal for clinicians.

[200]  D. Plewes,et al.  Elastic moduli of normal and pathological human breast tissues: an inversion-technique-based investigation of 169 samples , 2007, Physics in medicine and biology.

[201]  R. Cubeddu,et al.  Characterization of female breast lesions from multi-wavelength time-resolved optical mammography , 2005, Physics in medicine and biology.

[202]  A. Welch,et al.  A review of the optical properties of biological tissues , 1990 .

[203]  John B. Shoven,et al.  I , Edinburgh Medical and Surgical Journal.

[204]  Quan Zhang,et al.  Coregistered tomographic x-ray and optical breast imaging: initial results. , 2005, Journal of biomedical optics.

[205]  D. Delpy,et al.  Optical Imaging in Medicine , 1998, CLEO/Europe Conference on Lasers and Electro-Optics.

[206]  J. Ripoll,et al.  In vivo continuous-wave optical breast imaging enhanced with Indocyanine Green. , 2003, Medical physics.

[207]  Frank Sauer,et al.  Standardized platform for coregistration of nonconcurrent diffuse optical and magnetic resonance breast images obtained in different geometries. , 2007, Journal of biomedical optics.

[208]  E. Miller,et al.  Tomographic optical breast imaging guided by three-dimensional mammography. , 2003, Applied optics.

[209]  S Nioka,et al.  Optical imaging of breast tumor by means of continuous waves. , 1997, Advances in experimental medicine and biology.

[210]  R G Grossman,et al.  Near-infrared spectroscopic localization of intracranial hematomas. , 1993, Journal of neurosurgery.

[211]  Xingde Li,et al.  Breast tumor images of hemodynamic information Using a contrast agent with back projection and FFT enhancement , 1998 .

[212]  Jay D. Humphrey,et al.  Review Paper: Continuum biomechanics of soft biological tissues , 2003, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[213]  Turgut Durduran,et al.  Noninvasive measurements of tissue hemodynamics with hybrid diffuse optical methods , 2004 .

[214]  Lothar Lilge,et al.  Classification of breast tissue density by optical transillumination spectroscopy: optical and physiological effects governing predictive value , 2003, Other Conferences.

[215]  D. Boas,et al.  Experimental images of heterogeneous turbid media by frequency-domain diffusing-photon tomography. , 1995, Optics letters.

[216]  M. Schweiger,et al.  Uniqueness and wavelength optimization in continuous-wave multispectral diffuse optical tomography. , 2003, Optics letters.

[217]  B. Pogue,et al.  Near-infrared (NIR) tomography breast image reconstruction with a priori structural information from MRI: algorithm development for reconstructing heterogeneities , 2003 .

[218]  Britton Chance,et al.  Development and evaluation of a multi-wavelength multi-channel time resolved optical instrument for NIR/MRI mammography co-registration , 2002, Proceedings of the IEEE 28th Annual Northeast Bioengineering Conference (IEEE Cat. No.02CH37342).

[219]  D. Hawkes,et al.  Large breast compressions: observations and evaluation of simulations. , 2011, Medical physics.

[220]  D. R. White,et al.  The composition of body tissues. , 1986, The British journal of radiology.

[221]  Eric R. Ziegel,et al.  Generalized Linear Models , 2002, Technometrics.

[222]  Ozlem Birgul,et al.  Design and implementation of a multifrequency near-infrared diffuse optical tomography system. , 2006, Journal of biomedical optics.

[223]  Alessandro Torricelli,et al.  Determination of VIS- NIR absorption coefficients of mammalian fat, with time- and spatially resolved diffuse reflectance and transmission spectroscopy , 2004 .

[224]  S R Arridge,et al.  Recent advances in diffuse optical imaging , 2005, Physics in medicine and biology.

[225]  P M Schlag,et al.  Frequency-domain techniques enhance optical mammography: initial clinical results. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[226]  B. Pogue,et al.  Automated region detection based on the contrast-to-noise ratio in near-infrared tomography. , 2004, Applied optics.

[227]  C. Boetes,et al.  Breast MRI: guidelines from the European Society of Breast Imaging , 2008, European Radiology.

[228]  N. Breslow,et al.  Statistical methods in cancer research: volume 1- The analysis of case-control studies , 1980 .

[229]  P. Simpson,et al.  Statistical methods in cancer research , 2001, Journal of surgical oncology.

[230]  P M Schlag,et al.  Development of a time-domain optical mammograph and first in vivo applications. , 1999, Applied optics.

[231]  August Beer,et al.  Einleitung in die Elektrostatik, die Lehre vom Magnetismus und die Elektrodynamik , 1865 .

[232]  M S Patterson,et al.  Determination of the optical properties of two-layer turbid media by use of a frequency-domain hybrid monte carlo diffusion model. , 2001, Applied optics.

[233]  Setsuo Takatani,et al.  Theoretical Analysis of Diffuse Reflectance from a Two-Layer Tissue Model , 1979, IEEE Transactions on Biomedical Engineering.

[234]  Qizhi Zhang,et al.  Automated breast cancer classification using near-infrared optical tomographic images. , 2008, Journal of biomedical optics.

[235]  Christopher Comstock,et al.  Near infrared transillumination imaging of breast cancer with vasoactive inhalation contrast. , 2010, Biomedical optics express.

[236]  J. Ophir,et al.  Elastography: A Quantitative Method for Imaging the Elasticity of Biological Tissues , 1991, Ultrasonic imaging.

[237]  Yaling Pei,et al.  Design and implementation of dynamic near-infrared optical tomographic imaging instrumentation for simultaneous dual-breast measurements. , 2005, Applied optics.

[238]  E R Anderson,et al.  Portable, high-bandwidth frequency-domain photon migration instrument for tissue spectroscopy. , 1994, Optics letters.

[239]  B. J. Ackerson,et al.  Correlation transfer - Application of radiative transfer solution methods to photon correlation problems , 1992 .

[240]  Shoko Nioka,et al.  Noninvasive diffuse optical measurement of blood flow and blood oxygenation for monitoring radiation therapy in patients with head and neck tumors: a pilot study. , 2006, Journal of biomedical optics.

[241]  Alper Corlu Multi-spectral and fluorescence diffuse optical tomography of breast cancer , 2007 .

[242]  M D Schnall,et al.  Multicoil array for high resolution imaging of the breast , 1997, Magnetic resonance in medicine.

[243]  E. Gratton,et al.  Image reconstruction by backprojection from frequency-domain optical measurements in highly scattering media. , 1997, Applied optics.

[244]  H. Rinneberg,et al.  Detection and characterization of breast tumours by time-domain scanning optical mammography , 2008 .

[245]  Lothar Lilge,et al.  Non-ionizing near-infrared radiation transillumination spectroscopy for breast tissue density and assessment of breast cancer risk. , 2004, Journal of biomedical optics.

[246]  Raymond C Boston,et al.  Estimation of the content of fat and parenchyma in breast tissue using MRI T1 histograms and phantoms. , 2005, Magnetic resonance imaging.

[247]  Britton Chance,et al.  Multi-frequency diffuse optical tomography , 2005 .

[248]  Alexander D Klose,et al.  Multiparameter classifications of optical tomographic images. , 2008, Journal of biomedical optics.

[249]  T. Floyd,et al.  Validation of diffuse correlation spectroscopy for muscle blood flow with concurrent arterial spin labeled perfusion MRI. , 2007, Optics express.

[250]  G. Adam,et al.  Menstrual-Cycle Dependence of Breast Parenchyma Elasticity: Estimation With Magnetic Resonance Elastography of Breast Tissue During the Menstrual Cycle , 2003, Investigative radiology.

[251]  H. J. van Staveren,et al.  Light scattering in Intralipid-10% in the wavelength range of 400-1100 nm. , 1991, Applied optics.

[252]  H. Konno,et al.  Indocyanine green fluorescence angiography for intraoperative assessment of blood flow: a feasibility study. , 2008, European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery.

[253]  J. Giammarco,et al.  Bulk optical properties of healthy female breast tissue , 2002, Physics in medicine and biology.

[254]  Ann-Katherine Carton,et al.  Initial clinical experience with contrast-enhanced digital breast tomosynthesis. , 2007, Academic radiology.

[255]  Yu Chen Contrast enhancement for diffuse optical spectroscopy and imaging: Phase cancellation and targeted fluorescence in cancer detection , 2003 .

[256]  D. Delpy,et al.  Optical pathlength measurements on adult head, calf and forearm and the head of the newborn infant using phase resolved optical spectroscopy. , 1995, Physics in medicine and biology.

[257]  P. Cochat,et al.  Et al , 2008, Archives de pediatrie : organe officiel de la Societe francaise de pediatrie.

[258]  Britton Chance,et al.  Diffuse optical tomography with physiological and spatial a priori constraints , 2004, Physics in medicine and biology.

[259]  A Russell Localio,et al.  Multimodality screening of high-risk women: a prospective cohort study. , 2009, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[260]  David A. Boas,et al.  A temporal comparison of BOLD, ASL, and NIRS hemodynamic responses to motor stimuli in adult humans , 2006, NeuroImage.

[261]  S. Fantini,et al.  Comment on the modified Beer-Lambert law for scattering media. , 2004, Physics in medicine and biology.

[262]  Hamid Dehghani,et al.  Image analysis methods for diffuse optical tomography. , 2006, Journal of biomedical optics.

[263]  Changqing Li,et al.  Ultrasound-guided microwave imaging of breast cancer: tissue phantom and pilot clinical experiments. , 2005, Medical physics.

[264]  R. J. Gaudette,et al.  A comparison study of linear reconstruction techniques for diffuse optical tomographic imaging of absorption coefficient. , 2000, Physics in medicine and biology.

[265]  T. Khan,et al.  Absorption and scattering images of heterogeneous scattering media can be simultaneously reconstructed by use of dc data. , 2002, Applied optics.

[266]  L. Allen Stem cells. , 2003, The New England journal of medicine.

[267]  Britton Chance,et al.  Diffuse optical tomography with a priori anatomical information , 2003, SPIE BiOS.

[268]  S. Arridge,et al.  Estimation of optical pathlength through tissue from direct time of flight measurement , 1988 .

[269]  A. Godavarty,et al.  Three-dimensional fluorescence-enhanced optical tomography using a hand-held probe based imaging system. , 2008, Medical physics.

[270]  Hillman Emc,et al.  Experimental and theoretical investigations of near infrared tomographic imaging methods and clinical applications. , 2002 .

[271]  M. Rosen,et al.  Effects of compression on transillumination measurements of blood flow and chromophore concentrations in human breast tissue. , 2008 .

[272]  M S Patterson,et al.  Optical properties of normal and diseased human breast tissues in the visible and near infrared. , 1990, Physics in medicine and biology.

[273]  B. Berne,et al.  Dynamic Light Scattering: With Applications to Chemistry, Biology, and Physics , 1976 .

[274]  D. Ruppert The Elements of Statistical Learning: Data Mining, Inference, and Prediction , 2004 .

[275]  B. Tromberg,et al.  Sources of absorption and scattering contrast for near-infrared optical mammography. , 2001, Academic radiology.

[276]  B. Pogue,et al.  Three-Dimensional MR-Guided Optical Spectroscopy of the Breast: Optimizing Probe Placement for Improved Image Quality , 2010 .

[277]  F. Jöbsis Noninvasive, infrared monitoring of cerebral and myocardial oxygen sufficiency and circulatory parameters. , 1977, Science.

[278]  S. Arridge Optical tomography in medical imaging , 1999 .

[279]  J. Mandeville,et al.  The Accuracy of Near Infrared Spectroscopy and Imaging during Focal Changes in Cerebral Hemodynamics , 2001, NeuroImage.

[280]  Bruce J. Tromberg,et al.  The Role of Diffuse Optical Spectroscopy in the Clinical Management of Breast Cancer , 2004, Disease markers.

[281]  David J. Hawkes,et al.  MR Navigated Breast Surgery: Method and Initial Clinical Experience , 2008, MICCAI.

[282]  I. Roberts,et al.  Measurement of Cerebral Blood Flow in Newborn Infants Using Near Infrared Spectroscopy with Indocyanine Green , 1998, Pediatric Research.

[283]  J. S. Reynolds,et al.  Imaging of Spontaneous Canine Mammary Tumors Using Fluorescent Contrast Agents , 1999, Photochemistry and photobiology.

[284]  H. Langberg,et al.  Monitoring tissue oxygen availability with near infrared spectroscopy (NIRS) in health and disease , 2001, Scandinavian journal of medicine & science in sports.

[285]  Milton V. Marshall,et al.  Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study. , 2008, Radiology.

[286]  Campbell,et al.  Scattering and Imaging with Diffusing Temporal Field Correlations. , 1995, Physical review letters.

[287]  G. Dai,et al.  Validation of diffuse correlation spectroscopy measurements of rodent cerebral blood flow with simultaneous arterial spin labeling MRI; towards MRI-optical continuous cerebral metabolic monitoring , 2010, Biomedical optics express.

[288]  L. O. Svaasand,et al.  Boundary conditions for the diffusion equation in radiative transfer. , 1994, Journal of the Optical Society of America. A, Optics, image science, and vision.

[289]  Shoko Nioka,et al.  Simulation study of breast tissue hemodynamics during pressure perturbation. , 2005, Advances in experimental medicine and biology.

[290]  R Arridgef,et al.  Statistical basis for the determination of optical pathlength in tissue , 1994 .

[291]  K. Ohtomo,et al.  MR imaging of the biliary tract with Gd-EOB-DTPA: effect of liver function on signal intensity. , 2011, European journal of radiology.

[292]  John C Schotland,et al.  Scanning paraxial optical tomography. , 2002, Optics letters.

[293]  M. Cutler TRANSILLUMINATION OF THE BREAST , 1931, Annals of surgery.

[294]  T. Krouskop,et al.  Elastic Moduli of Breast and Prostate Tissues under Compression , 1998, Ultrasonic imaging.

[295]  J. Frangioni,et al.  Synthesis of conjugatable bisphosphonates for molecular imaging of large animals. , 2007, Angewandte Chemie.

[296]  Xingde Li,et al.  Diffraction tomography for biochemical imaging with diffuse-photon density waves. , 1997, Optics letters.

[297]  M. Schweiger,et al.  Three-dimensional in vivo fluorescence diffuse optical tomography of breast cancer in humans. , 2007, Optics express.

[298]  Alessandro Torricelli,et al.  Time-resolved optical mammography between 637 and 985 nm: clinical study on the detection and identification of breast lesions , 2005, Physics in medicine and biology.

[299]  C. Balleyguier,et al.  Optical mammography: a new technique for visualizing breast lesions in women presenting non palpable BIRADS 4–5 imaging findings: preliminary results with radiologic–pathologic correlation , 2007, Cancer imaging : the official publication of the International Cancer Imaging Society.

[300]  Enrico Gratton,et al.  Intrinsic tumor biomarkers revealed by novel double-differential spectroscopic analysis of near-infrared spectra. , 2007, Journal of biomedical optics.