Three-Compartment Breast (3CB) — Publications

Dual-energy three-compartment breast imaging for compositional biomarkers to improve detection of malignant lesions

Leong LT, Malkov S, Drukker K, Niell BL, Sadowski P, Wolfgruber T, Greenwood H, Joe BN, Kerlikowske K, Giger ML, Shepherd J

Communications Medicine, 1, 29 (2021)

Three compartment breast machine learning model for improving computer-aided detection

Leong LT, Giger ML, Drukker K, Kerlikowske K, Joe BN, Greenwood H, Malkov S, Niell BL, Shepherd J

Combined Benefit of Quantitative Three-Compartment Breast Image Analysis and Mammography Radiomics in the Classification of Breast Masses in a Clinical Data Set

Drukker K, Giger ML, Joe BN, Kerlikowske K, Greenwood H, Drukteinis JS, Niell BL, Fan B, Malkov S, Avila J, Kazemi L, Shepherd J

Radiology, 290, 621-628 (2018)

Deep learning and three-compartment breast imaging in breast cancer diagnosis

Drukker K, Huynh BQ, Giger ML, Malkov S, Avila J, Fan B, Joe BN, Kerlikowske K, Drukteinis JS, Kazemi L, Pereira M, Shepherd J

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE, 10134, 101341F (2017)

Longitudinal Changes in Volumetric Breast Density with Tamoxifen and Aromatase Inhibitors

Engmann NJ, Scott CG, Jensen MR, Ma L, Brandt KR, Mahmoudzadeh AP, …, Shepherd J, et al.

Cancer Epidemiology Biomarkers & Prevention, 26, 930-937 (2017)

Identification, segmentation, and characterization of microcalcifications on mammography

Drukker K, Malkov S, Avila J, Kerlikowske K, Joe BN, Krings G, Creasman JM, Drukteinis JS, Pereira M, Kazemi L, Shepherd J, Giger ML

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE, 9785, 97850S (2016)

Do Women with Low Breast Density Have Regionally High Breast Density?

Mahmoudzadeh AP, Malkov S, Hinton B, Sprague BL, Kerlikowske K, Shepherd J

Lecture notes in computer science, , 548-553 (2016)

A Measure of Regional Mammographic Masking Based on the CDMAM Phantom

Hinton B, Malkov S, Avila J, Fan B, Joe BN, Kerlikowske K, Ma L, Mahmoudzadeh AP, Shepherd J

Lecture notes in computer science, , 525-531 (2016)

Energy Dependence of Water and Lipid Calibration Materials for Three-Compartment Breast Imaging

Avila J, Malkov S, Giger ML, Drukker K, Shepherd J

Lecture notes in computer science, , 554-563 (2016)

Calibration Procedure of Three Component Mammographic Breast Imaging

Malkov S, Avila J, Fan B, Joe BN, Kerlikowske K, Giger ML, Drukker K, Drukteinis JS, Kazemi L, Pereira M, Shepherd J

Lecture notes in computer science, , 211-218 (2016)

Relation of Serum Estrogen Metabolites with Terminal Duct Lobular Unit Involution Among Women Undergoing Diagnostic Image-Guided Breast Biopsy

Oh H, Khodr ZG, Sherman ME, Palakal M, Pfeiffer RM, Linville L, …, Shepherd J, et al.

Hormones and Cancer, 7, 305-315 (2016)

Circulating insulin-like growth factor-I, insulin-like growth factor binding protein-3 and terminal duct lobular unit involution of the breast: a cross-sectional study of women with benign breast disease

Horne HN, Sherman ME, Pfeiffer RM, Figueroa JD, Khodr ZG, Falk RT, …, Shepherd J, et al.

Breast Cancer Research, 18, 24 (2016)

Relationships between mammographic density, tissue microvessel density, and breast biopsy diagnosis

Felix AS, Lenz PH, Pfeiffer RM, Hewitt SM, Morris J, Patel DA, …, Shepherd J, et al.

Breast Cancer Research, 18, 88 (2016)

Mammographic texture and risk of breast cancer by tumor type and estrogen receptor status

Malkov S, Shepherd J, Scott CG, Tamimi RM, Ma L, Bertrand KA, Couch FJ, Jensen MR, Mahmoudzadeh AP, Fan B, Norman AD, Brandt KR, Pankratz VS, Vachon CM, Kerlikowske K

Breast Cancer Research, 18, 122 (2016)

Leukocyte telomere length and its association with mammographic density and proliferative diagnosis among women undergoing diagnostic image-guided breast biopsy

Bodelón C, Heaphy CM, Meeker AK, Geller BM, Vacek PM, Weaver DL, Chicoine RE, Shepherd J, Mahmoudzadeh AP, Patel D, Brinton LA, Sherman ME, Gierach GL

BMC Cancer, 15, 823 (2015)

Relationship of Serum Estrogens and Metabolites with Area and Volume Mammographic Densities

Gierach GL, Patel DA, Falk RT, Pfeiffer RM, Geller BM, Vacek PM, …, Shepherd J, et al.

Hormones and Cancer, 6, 107-119 (2015)

The Effect of Change in Body Mass Index on Volumetric Measures of Mammographic Density

Hart V, Reeves KW, Sturgeon SR, Reich NG, Sievert LL, Kerlikowske K, Ma L, Shepherd J, Tice JA, Mahmoudzadeh AP, Malkov S, Sprague BL

Cancer Epidemiology Biomarkers & Prevention, 24, 1724-1730 (2015)

Relationship of Terminal Duct Lobular Unit Involution of the Breast with Area and Volume Mammographic Densities

Gierach GL, Patel DA, Pfeiffer RM, Figueroa JD, Linville L, Papathomas D, …, Shepherd J, et al.

Cancer Prevention Research, 9, 149-158 (2015)

Comparison of Clinical and Automated Breast Density Measurements: Implications for Risk Prediction and Supplemental Screening

Brandt KR, Scott CG, Ma L, Mahmoudzadeh AP, Jensen MR, Whaley DH, Wu F, Malkov S, Hruska CB, Norman AD, Heine J, Shepherd J, Pankratz VS, Kerlikowske K, Vachon CM

Radiology, 279, 710-719 (2015)

Body composition

Medical Imaging in Clinical Trials (Miller, Krasnow, Schwartz, eds.; Springer), , 253-275 (2014)

Roles of biologic breast tissue composition and quantitative image analysis of mammographic images in breast tumor characterization

Drukker K, Giger ML, Duewer F, Malkov S, Flowers CI, Joe BN, Kerlikowske K, Drukteinis JS, Shepherd J

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE, 9035, 90351U (2014)

Compositional Three-Component Breast Imaging of Fibroadenoma and Invasive Cancer Lesions: Pilot Study

Malkov S, Duewer F, Kerlikowske K, Drukker K, Giger ML, Shepherd J

Lecture notes in computer science, , 109-114 (2014)

Automated Volumetric Breast Density Derived by Statistical Model Approach

Malkov S, Mahmoudzadeh AP, Kerlikowske K, Shepherd J

Lecture notes in computer science, , 257-264 (2014)

Combining 3D optical imaging and dual energy absorptiometry to measure three compositional components

Malkov S, Shepherd J

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE, 8937, 893714 (2014)

Automated volumetric breast density derived by shape and appearance modeling

Malkov S, Kerlikowske K, Shepherd J

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE, 9034, 90342T (2014)

Mammographic quantitative image analysis and biologic image composition for breast lesion characterization and classification

Drukker K, Duewer F, Giger ML, Malkov S, Flowers CI, Joe BN, Kerlikowske K, Drukteinis JS, Li H, Shepherd J

Medical Physics, 41, 031915 (2014)

First pregnancy events and future breast density: modification by age at first pregnancy and specific VEGF and IGF1R gene variants

Prebil LA, Ereman R, Powell M, Jamshidian F, Kerlikowske K, Shepherd J, Hurlbert M, Benz CC

Cancer Causes & Control, 25, 859-868 (2014)

Mammographic density and risk of breast cancer by age and tumor characteristics

Bertrand KA, Tamimi RM, Scott CG, Jensen MR, Pankratz VS, Visscher DW, …, Shepherd J, et al.

Breast Cancer Research, 15, R104 (2013)

Improvements and Performance of Diagnostic Compositional Imaging Using a Novel Dual-Energy X-ray Technique

Duewer F, Flowers CI, Kerlikowske K, Malkov S, Joe BN, Shepherd J

Lecture notes in computer science, , 569-574 (2012)

Compositional breast imaging using a dual‐energy mammography protocol

Laidevant A, Malkov S, Flowers CI, Kerlikowske K, Shepherd J

Medical Physics, 37, 164-174 (2009)

Dual-Energy X-Ray Absorptiometry Method Using a Full Field Digital Mammography System

Laidevant A, Malkov S, Au A, Shepherd J

Lecture notes in computer science, , 108-115 (2008)

Clinical comparison of a novel breast DXA technique to mammographic density

Shepherd J, Hervé L, Landau J, Fan B, Kerlikowske K, Cummings S

Medical Physics, 33, 1490-1498 (2006)

Measurement of Breast Density with Dual X-ray Absorptiometry: Feasibility

Shepherd J, Kerlikowske K, Smith‐Bindman R, Genant HK, Cummings S

Radiology, 223, 554-557 (2002)