Emily F. Conant

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 12

Top Topics

Risk Assessment

Digital Mammography

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Medical Image Anal.

Publications

Keshava Katti, Ramya Muthukrishnan, Angelina Heyler, Sarthak Pati, Aprupa Alahari, Michael Sanborn, Emily F. Conant, Christopher Scott, Stacey Winham, Celine M. Vachon, Pratik Chaudhari, Despina Kontos, Spyridon Bakas
MammoDL: Mammographic Breast Density Estimation using Federated Learning. CoRR (2022)
Omid Haji Maghsoudi, Aimilia Gastounioti, Christopher Scott, Lauren Pantalone, Fang-Fang Wu, Eric A. Cohen, Stacey Winham, Emily F. Conant, Celine M. Vachon, Despina Kontos
Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. Medical Image Anal. 73 (2021)
Raymond Joseph Acciavatti, Eric A. Cohen, Omid Haji Maghsoudi, Aimilia Gastounioti, Lauren Pantalone, Meng-Kang Hsieh, Emily F. Conant, Christopher G. Scott, Stacey J. Winham, Karla Kerlikowske, Celine Vachon, Andrew D. A. Maidment, Despina Kontos
Robust radiomic feature selection in digital mammography: understanding the effect of imaging acquisition physics using phantom and clinical data analysis. Medical Imaging: Computer-Aided Diagnosis (2020)
Omid Haji Maghsoudi, Aimilia Gastounioti, Christopher Scott, Lauren Pantalone, Fang-Fang Wu, Eric A. Cohen, Stacey Winham, Emily F. Conant, Celine M. Vachon, Despina Kontos
Deep-LIBRA: Artificial intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. CoRR (2020)
Ruvini Navaratna, Aimilia Gastounioti, Meng-Kang Hsieh, Lauren Pantalone, Marie Shelanski, Emily F. Conant, Despina Kontos
Associations between mammographic phenotypes and histopathologic features in ductal carcinoma in situ. Medical Imaging: Computer-Aided Diagnosis (2019)
Bruno Barufaldi, Elizabeth S. McDonald, Emily F. Conant, Andrew D. A. Maidment
Diagnostic radiation dose after the implementation of digital breast tomosynthesis screening. IWBI (2018)
Aimilia Gastounioti, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos
Volumetric versus area-based density assessment: comparisons using automated quantitative measurements from a large screening cohort. Medical Imaging: Image Processing (2018)
Aimilia Gastounioti, Andrew Oustimov, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos
Mammographic phenotypes of breast cancer risk driven by breast anatomy. Medical Imaging: Computer-Aided Diagnosis (2017)
Andrew Oustimov, Aimilia Gastounioti, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos
Convolutional neural network approach for enhanced capture of breast parenchymal complexity patterns associated with breast cancer risk. Medical Imaging: Computer-Aided Diagnosis (2017)
Emily F. Conant, Andrew Oustimov, Samantha P. Zuckerman, Elizabeth S. McDonald, Susan P. Weinstein, Andrew D. A. Maidment, Bruno Barufaldi, Marie Synnestvedt, Mitchell D. Schnall
Summary of Outcomes from Consecutive Years of Tomosynthesis Screening at an American Academic Institution. Digital Mammography / IWDM (2016)
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)
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)
Shandong Wu, Susan P. Weinstein, Emily F. Conant, Despina Kontos
Fully-automated fibroglandular tissue segmentation and volumetric density estimation in breast MRI by integrating a continuous max-flow model and a likelihood atlas. 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)
Shandong Wu, Susan P. Weinstein, Emily F. Conant, A. Russell Localio, Mitchell D. Schnall, Despina Kontos
Fully automated chest wall line segmentation in breast MRI by using context information. Medical Imaging: Computer-Aided Diagnosis (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)
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)
Dania Daye, Ezra Bobo, Bethany Baumann, Antonios Ioannou, Emily F. Conant, Andrew D. A. Maidment, Despina Kontos
Mammographic parenchymal texture as an imaging marker of hormonal activity: a comparative study between pre- and post-menopausal women. Medical Imaging: Computer-Aided Diagnosis (2011)
Diane Li, Sara Gavenonis, Emily F. Conant, Despina Kontos
Comparison of breast percent density estimation from raw versus processed digital mammograms. Medical Imaging: Computer-Aided Diagnosis (2011)
Despina Kontos, Ye Xing, Predrag R. Bakic, Emily F. Conant, Andrew D. A. Maidment
A comparative study of volumetric breast density estimation in digital mammography and magnetic resonance imaging: results from a high-risk population. Medical Imaging: Computer-Aided Diagnosis (2010)
Emily F. Conant, Diane Li, Sara Gavenonis, Predrag R. Bakic, Ann-Katherine Carton, Cuiping Zhang, Andrew D. A. Maidment, Despina Kontos
A Comparative Study of the Inter-reader Variability of Breast Percent Density Estimation in Digital Mammography: Potential Effect of Reader's Training and Clinical Experience. Digital Mammography / IWDM (2010)
Despina Kontos, Predrag R. Bakic, Raymond Joseph Acciavatti, Emily F. Conant, Andrew D. A. Maidment
A Comparative Study of Volumetric and Area-Based Breast Density Estimation in Digital Mammography: Results from a Screening Population. Digital Mammography / IWDM (2010)
Ann-Katherine Carton, Jean Anne Currivan, Emily F. Conant, Andrew D. A. Maidment
Temporal Subtraction Versus Dual-Energy Contrast-Enhanced Digital Breast Tomosynthesis: A Pilot Study. Digital Mammography / IWDM (2008)
Despina Kontos, Predrag R. Bakic, Andrea B. Troxel, Emily F. Conant, Andrew D. A. Maidment
Digital Breast Tomosynthesis Parenchymal Texture Analysis for Breast Cancer Risk Estimation: A Preliminary Study. Digital Mammography / IWDM (2008)
Ann-Katherine Carton, Jingjing Li, Sara Chen, Emily F. Conant, Andrew D. A. Maidment
Optimization of Contrast-Enhanced Digital Breast Tomosynthesis. Digital Mammography / IWDM (2006)
Punam K. Saha, Jayaram K. Udupa, Emily F. Conant, Dev P. Chakraborty
Breast Tissue Density Quantification via Digitized Mammograms. IEEE Trans. Medical Imaging 20 (8) (2001)
Punam K. Saha, Jayaram K. Udupa, Emily F. Conant, Dev Prasad Chakraborty
Near-automatic quantification of breast tissue glandularity via digitized mammograms. Medical Imaging: Image Processing (1999)
Andrew D. A. Maidment, Michael Albert, Emily F. Conant, Stephen A. Feig
Three-Dimensional Visualization of Breast Cancer. Digital Mammography / IWDM (1998)