Serghei Malkov

Publication Activity (10 Years)

Years Active: 2008-2017
Publications (10 Years): 6

Top Topics

Appearance Modeling

Mammographic Images

Kernel Density Approximation

Top Venues

Digital Mammography / IWDM

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image Processing

Publications

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)