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Serghei Malkov
ORCID
Publication Activity (10 Years)
Years Active: 2008-2017
Publications (10 Years): 6
Top Topics
Appearance Modeling
Mammographic Images
Breast Tissue
Kernel Density Approximation
Top Venues
Digital Mammography / IWDM
Medical Imaging: Computer-Aided Diagnosis
Medical Imaging: Image Processing
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Publications
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Karen Drukker
,
Benjamin Q. Huynh
,
Maryellen L. Giger
,
Serghei Malkov
,
Jesús I. Ávila
,
Bo Fan
,
Bonnie N. Joe
,
Karla Kerlikowske
,
Jennifer S. Drukteinis
,
Leila Kazemi
,
Malesa M. Pereira
,
John Shepherd
Deep learning and three-compartment breast imaging in breast cancer diagnosis.
Medical Imaging: Computer-Aided Diagnosis
(2017)
Jesús Ávila
,
Serghei Malkov
,
Maryellen L. Giger
,
Karen Drukker
,
John A. Shepherd
Energy Dependence of Water and Lipid Calibration Materials for Three-Compartment Breast Imaging.
Digital Mammography / IWDM
(2016)
Benjamin Hinton
,
Serghei Malkov
,
Jesús Ávila
,
Bo Fan
,
Bonnie N. Joe
,
Karla Kerlikowske
,
Lin Ma
,
Amir Pasha Mahmoudzadeh
,
John Shepherd
A Measure of Regional Mammographic Masking Based on the CDMAM Phantom.
Digital Mammography / IWDM
(2016)
Amir Pasha Mahmoudzadeh
,
Serghei Malkov
,
Benjamin Hinton
,
Brian Sprague
,
Karla Kerlikowske
,
John A. Shepherd
Do Women with Low Breast Density Have Regionally High Breast Density?
Digital Mammography / IWDM
(2016)
Karen Drukker
,
Serghei Malkov
,
Jesús Ávila
,
Karla Kerlikowske
,
Bonnie N. Joe
,
Gregor Krings
,
Jennifer Creasman
,
Jennifer S. Drukteinis
,
Malesa M. Pereira
,
Leila Kazemi
,
John Shepherd
,
Maryellen L. Giger
Identification, segmentation, and characterization of microcalcifications on mammography.
Medical Imaging: Computer-Aided Diagnosis
(2016)
Serghei Malkov
,
Jesús Ávila
,
Bo Fan
,
Bonnie N. Joe
,
Karla Kerlikowske
,
Maryellen L. Giger
,
Karen Drukker
,
Jennifer S. Drukteinis
,
Leila Kazemi
,
Malesa Pereira
,
John Shepherd
Calibration Procedure of Three Component Mammographic Breast Imaging.
Digital Mammography / IWDM
(2016)
Serghei Malkov
,
Amir Pasha Mahmoudzadeh
,
Karla Kerlikowske
,
John A. Shepherd
Automated Volumetric Breast Density Derived by Statistical Model Approach.
Digital Mammography / IWDM
(2014)
Karen Drukker
,
Maryellen L. Giger
,
Fred Duewer
,
Serghei Malkov
,
Christopher I. Flowers
,
Bonnie N. Joe
,
Karla Kerlikowske
,
Jennifer S. Drukteinis
,
John Shepherd
Roles of biologic breast tissue composition and quantitative image analysis of mammographic images in breast tumor characterization.
Medical Imaging: Computer-Aided Diagnosis
(2014)
Serghei Malkov
,
Fred Duewer
,
Karla Kerlikowske
,
Karen Drukker
,
Maryellen L. Giger
,
John A. Shepherd
Compositional Three-Component Breast Imaging of Fibroadenoma and Invasive Cancer Lesions: Pilot Study.
Digital Mammography / IWDM
(2014)
Serghei Malkov
,
Karla Kerlikowske
,
John Shepherd
Automated volumetric breast density derived by shape and appearance modeling.
Medical Imaging: Image Processing
(2014)
Serghei Malkov
,
Jeff Wang
,
Fred Duewer
,
John A. Shepherd
A Calibration Approach for Single-Energy X-ray Absorptiometry Method to Provide Absolute Breast Tissue Composition Accuracy for the Long Term.
Digital Mammography / IWDM
(2012)
Fred Duewer
,
Chris I. Flowers
,
Karla Kerlikowske
,
Serghei Malkov
,
Bonnie N. Joe
,
John Shepherd
Improvements and Performance of Diagnostic Compositional Imaging Using a Novel Dual-Energy X-ray Technique.
Digital Mammography / IWDM
(2012)
Serghei Malkov
,
Lin Ma
,
Karla Kerlikowske
,
Jeff Wang
,
Steve Cummings
,
John A. Shepherd
Comparison of Subregional Breast Density with Whole Breast Density.
Digital Mammography / IWDM
(2010)
Jeff Wang
,
Serghei Malkov
,
Bo Fan
,
John A. Shepherd
Cross-Calibration and Longitudinal Quality Control of Hologic Selenia Full-Field Digital Mammography Systems for Volumetric Breast Density Measurements.
Digital Mammography / IWDM
(2008)
Aurelie Laidevant
,
Serghei Malkov
,
Alfred Au
,
John A. Shepherd
Dual-Energy X-Ray Absorptiometry Method Using a Full Field Digital Mammography System.
Digital Mammography / IWDM
(2008)
Serghei Malkov
,
Jeff Wang
,
John A. Shepherd
Improvements to Single Energy Absorptiometry Method for Digital Mammography to Quantify Breast Tissue Density.
Digital Mammography / IWDM
(2008)