Brad M. Keller

Publication Activity (10 Years)

Years Active: 2007-2016
Publications (10 Years): 3

Top Topics

Parameter Optimization

Texture Analysis

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Digital Mammography / IWDM

Medical Imaging: Digital Pathology

Publications

Aimilia Gastounioti, Brad M. Keller, Meng-Kang Hsieh, Emily F. Conant, Despina Kontos
Parenchymal texture measures weighted by breast anatomy: preliminary optimization in a case-control study. Medical Imaging: Computer-Aided Diagnosis (2016)
Shonket Ray, Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos
Parameter optimization of parenchymal texture analysis for prediction of false-positive recalls from screening mammography. Medical Imaging: Computer-Aided Diagnosis (2016)
Brad M. Keller, Aimilia Gastounioti, Rebecca C. Batiste, Despina Kontos, Michael D. Feldman
Preliminary evaluation of a fully automated quantitative framework for characterizing general breast tissue histology via color histogram and color texture analysis. Medical Imaging: Digital Pathology (2016)
Raymond Joseph Acciavatti, Shonket Ray, Brad M. Keller, Andrew D. A. Maidment, Emily F. Conant
A comparative analysis of 2D and 3D CAD for calcifications in digital breast tomosynthesis. Medical Imaging: Computer-Aided Diagnosis (2015)
Ning Yu, Jia Wu, Susan P. Weinstein, Bilwaj Gaonkar, Brad M. Keller, Ahmed Bilal Ashraf, YunQing Jiang, Christos Davatzikos, Emily F. Conant, Despina Kontos
A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI. Medical Imaging: Computer-Aided Diagnosis (2015)
Jia Wu, Yangming Ou, Susan P. Weinstein, Emily F. Conant, Ning Yu, Vahid Hoshmand, Brad M. Keller, Ahmed Bilal Ashraf, Mark Rosen, Angela DeMichele, Christos Davatzikos, Despina Kontos
Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration. Medical Imaging: Computer-Aided Diagnosis (2015)
Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos
Breast density and parenchymal texture measures as potential risk factors for estrogen-receptor positive breast cancer. Medical Imaging: Computer-Aided Diagnosis (2014)
Shonket Ray, Jae Y. Choi, Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos
Application of computer-extracted breast tissue texture features in predicting false-positive recalls from screening mammography. Medical Imaging: Computer-Aided Diagnosis (2014)
Predrag R. Bakic, David D. Pokrajac, Mathew Thomas, Angeliki Skoura, Tatyana Nuzhnaya, Vasileios Megalooikonomou, Brad M. Keller, Yuanjie Zheng, Despina Kontos, James C. Gee, Gilda Cardenosa, Andrew D. A. Maidment
Correlation between Topological Descriptors of the Breast Ductal Network from Clinical Galactograms and Texture Features of Corresponding Mammograms. Digital Mammography / IWDM (2014)
Yan Wang, Brad M. Keller, Yuanjie Zheng, Raymond Joseph Acciavatti, James C. Gee, Andrew D. A. Maidment, Despina Kontos
Texture feature standardization in digital mammography for improving generalizability across devices. Medical Imaging: Computer-Aided Diagnosis (2013)
Yuanjie Zheng, Yan Wang, Brad M. Keller, Emily F. Conant, James C. Gee, Despina Kontos
A fully-automated software pipeline for integrating breast density and parenchymal texture analysis for digital mammograms: parameter optimization in a case-control breast cancer risk assessment study. Medical Imaging: Computer-Aided Diagnosis (2013)
Shandong Wu, Susan Weinstein, Brad M. Keller, Emily F. Conant, Despina Kontos
Fully-Automated Fibroglandular Tissue Segmentation in Breast MRI. Digital Mammography / IWDM (2012)
Brad M. Keller, Emily F. Conant, Huen Oh, Despina Kontos
Breast Cancer Risk Prediction via Area and Volumetric Estimates of Breast Density. Digital Mammography / IWDM (2012)
Gopal Karemore, Brad M. Keller, Huen Oh, Julia Tchou, Mads Nielsen, Emily F. Conant, Despina Kontos
Mammographic Parenchymal Texture Analysis for Estrogen-Receptor Subtype Specific Breast Cancer Risk Estimation. Digital Mammography / IWDM (2012)
Yan Wang, Brad M. Keller, Yuanjie Zheng, Raymond Joseph Acciavatti, James C. Gee, Andrew D. A. Maidment, Despina Kontos
A Phantom Study for Assessing the Effect of Different Digital Detectors on Mammographic Texture Features. Digital Mammography / IWDM (2012)
Brad M. Keller, Diane Nathan, Yan Wang, Yuanjie Zheng, James C. Gee, Emily F. Conant, Despina Kontos
Adaptive Multi-cluster Fuzzy C-Means Segmentation of Breast Parenchymal Tissue in Digital Mammography. MICCAI (3) (2011)
Brad M. Keller, Anthony P. Reeves, R. Graham Barr, David F. Yankelevitz, Claudia I. Henschke
Variation compensation and analysis on diaphragm curvature analysis for emphysema quantification on whole lung CT scans. Medical Imaging: Computer-Aided Diagnosis (2010)
Brad M. Keller, Anthony P. Reeves, David F. Yankelevitz, Claudia I. Henschke
Automated quantification of pulmonary emphysema from computed tomography scans: comparison of variation and correlation of common measures in a large cohort. Medical Imaging: Computer-Aided Diagnosis (2010)
Brad M. Keller, Anthony P. Reeves, David F. Yankelevitz, Claudia I. Henschke, R. Graham Barr
Emphysema quantification from CT scans using novel application of diaphragm curvature estimation: comparison with standard quantification methods and pulmonary function data. Medical Imaging: Computer-Aided Diagnosis (2009)
Brad M. Keller, Anthony P. Reeves, Tatiyana V. Apanasovich, Jianwei Wang, David F. Yankelevitz, Claudia I. Henschke
Quantitative assessment of emphysema from whole lung CT scans: comparison with visual grading. Medical Imaging: Computer-Aided Diagnosis (2009)
Brad M. Keller, Anthony P. Reeves, Claudia I. Henschke, R. Graham Barr, David F. Yankelevitz
Variation of quantitative emphysema measurements from CT scans. Medical Imaging: Computer-Aided Diagnosis (2008)
Brad M. Keller, Anthony P. Reeves, Matthew D. Cham, Claudia I. Henschke, David F. Yankelevitz
Semi-automated location identification of catheters in digital chest radiographs. Medical Imaging: Computer-Aided Diagnosis (2007)