Three-Compartment Breast (3CB) — Publications

Dual-energy three compartment breast imaging (3CB) for novel 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

Research Square, , (2021)

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

Abstract 2398: Tumor cell-adipocyte gap junctions activate lipolysis in breast cancer

Camarda R, Williams J, Malkov S, Zimmerman LJ, Manning S, Aran D, Beardsley A, Mark DVD, Haren JV, Chen Y, Berdan CA, Louie SM, Mahieu CI, Winkler J, Willey E, Gagnon JD, Shinoda K, Ansel KM, Werb Z, Nomura DC, Kajimura S, Wittmann T, Butte AJ, Sanders ME, Liebler D, Krings G, Shepherd J, Goga A

Cancer Research, 78, 2398 (2018)

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)

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)

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)

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)

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)

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)