Emily F. Conant

35 papers B 2Journal 4Unranked 29

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	MammoDL: Mammographic Breast Density Estimation using Federated Learning. CoRR Keshava Katti, Ramya Muthukrishnan, Angelina Heyler, Sarthak Pati, Aprupa Alahari, Michael Sanborn, Emily F. Conant, Christopher G. Scott, Stacey J. Winham, Celine M. Vachon, Pratik Chaudhari, Despina Kontos, Spyridon Bakas
2021	J	`jnl`	Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. Medical Image Anal. Omid Haji Maghsoudi, Aimilia Gastounioti, Christopher G. Scott, Lauren Pantalone, Fang-Fang Wu, Eric A. Cohen, Stacey J. Winham, Emily F. Conant, Celine M. Vachon, Despina Kontos
2020	J	`jnl`	Deep-LIBRA: Artificial intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. CoRR Omid Haji Maghsoudi, Aimilia Gastounioti, Christopher G. Scott, Lauren Pantalone, Fang-Fang Wu, Eric A. Cohen, Stacey J. Winham, Emily F. Conant, Celine M. Vachon, Despina Kontos
2020	—	`conf`	Robust radiomic feature selection in digital mammography: understanding the effect of imaging acquisition physics using phantom and clinical data analysis. Computer-Aided Diagnosis 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
2019	—	`conf`	Associations between mammographic phenotypes and histopathologic features in ductal carcinoma in situ. Computer-Aided Diagnosis Ruvini Navaratna, Aimilia Gastounioti, Meng-Kang Hsieh, Lauren Pantalone, Marie Shelanski, Emily F. Conant, Despina Kontos
2018	—	`conf`	Diagnostic radiation dose after the implementation of digital breast tomosynthesis screening. IWBI Bruno Barufaldi, Elizabeth S. McDonald, Emily F. Conant, Andrew D. A. Maidment
2018	B	`conf`	Volumetric versus area-based density assessment: comparisons using automated quantitative measurements from a large screening cohort. Image Processing Aimilia Gastounioti, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos
2017	—	`conf`	Convolutional neural network approach for enhanced capture of breast parenchymal complexity patterns associated with breast cancer risk. Computer-Aided Diagnosis Andrew Oustimov, Aimilia Gastounioti, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos
2017	—	`conf`	Mammographic phenotypes of breast cancer risk driven by breast anatomy. Computer-Aided Diagnosis Aimilia Gastounioti, Andrew Oustimov, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos
2016	—	`conf`	Parameter optimization of parenchymal texture analysis for prediction of false-positive recalls from screening mammography. Computer-Aided Diagnosis Shonket Ray, Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos
2016	—	`conf`	Parenchymal texture measures weighted by breast anatomy: preliminary optimization in a case-control study. Computer-Aided Diagnosis Aimilia Gastounioti, Brad M. Keller, Meng-Kang Hsieh, Emily F. Conant, Despina Kontos
2016	—	`conf`	Summary of Outcomes from Consecutive Years of Tomosynthesis Screening at an American Academic Institution. Digital Mammography / IWDM 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
2015	—	`conf`	A comparative analysis of 2D and 3D CAD for calcifications in digital breast tomosynthesis. Computer-Aided Diagnosis Raymond Joseph Acciavatti, Shonket Ray, Brad M. Keller, Andrew D. A. Maidment, Emily F. Conant
2015	—	`conf`	A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI. Computer-Aided Diagnosis Ning Yu, Jia Wu, Susan P. Weinstein, Bilwaj Gaonkar, Brad M. Keller, Ahmed Bilal Ashraf, Yunqing Jiang, Christos Davatzikos, Emily F. Conant, Despina Kontos
2015	—	`conf`	Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration. Computer-Aided Diagnosis 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
2014	—	`conf`	Application of computer-extracted breast tissue texture features in predicting false-positive recalls from screening mammography. Computer-Aided Diagnosis Shonket Ray, Jae Y. Choi, Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos
2014	—	`conf`	Breast density and parenchymal texture measures as potential risk factors for estrogen-receptor positive breast cancer. Computer-Aided Diagnosis Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos
2013	—	`conf`	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. Computer-Aided Diagnosis Yuanjie Zheng, Yan Wang, Brad M. Keller, Emily F. Conant, James C. Gee, Despina Kontos
2013	—	`conf`	Fully-automated fibroglandular tissue segmentation and volumetric density estimation in breast MRI by integrating a continuous max-flow model and a likelihood atlas. Computer-Aided Diagnosis Shandong Wu, Susan P. Weinstein, Emily F. Conant, Despina Kontos
2012	—	`conf`	Breast Cancer Risk Prediction via Area and Volumetric Estimates of Breast Density. Digital Mammography / IWDM Brad M. Keller, Emily F. Conant, Huen Oh, Despina Kontos
2012	—	`conf`	Fully automated chest wall line segmentation in breast MRI by using context information. Computer-Aided Diagnosis Shandong Wu, Susan P. Weinstein, Emily F. Conant, A. Russell Localio, Mitchell D. Schnall, Despina Kontos
2012	—	`conf`	Fully-Automated Fibroglandular Tissue Segmentation in Breast MRI. Digital Mammography / IWDM Shandong Wu, Susan Weinstein, Brad M. Keller, Emily F. Conant, Despina Kontos
2012	—	`conf`	Mammographic Parenchymal Texture Analysis for Estrogen-Receptor Subtype Specific Breast Cancer Risk Estimation. Digital Mammography / IWDM Gopal Karemore, Brad M. Keller, Huen Oh, Julia Tchou, Mads Nielsen, Emily F. Conant, Despina Kontos
2011	—	`conf`	Adaptive Multi-cluster Fuzzy C-Means Segmentation of Breast Parenchymal Tissue in Digital Mammography. MICCAI (3) Brad M. Keller, Diane Nathan, Yan Wang, Yuanjie Zheng, James C. Gee, Emily F. Conant, Despina Kontos
2011	—	`conf`	Comparison of breast percent density estimation from raw versus processed digital mammograms. Computer-Aided Diagnosis Diane Li, Sara Gavenonis, Emily F. Conant, Despina Kontos
2011	—	`conf`	Mammographic parenchymal texture as an imaging marker of hormonal activity: a comparative study between pre- and post-menopausal women. Computer-Aided Diagnosis Dania Daye, Ezra Bobo, Bethany Baumann, Antonios Ioannou, Emily F. Conant, Andrew D. A. Maidment, Despina Kontos
2010	—	`conf`	A Comparative Study of Volumetric and Area-Based Breast Density Estimation in Digital Mammography: Results from a Screening Population. Digital Mammography / IWDM Despina Kontos, Predrag R. Bakic, Raymond Joseph Acciavatti, Emily F. Conant, Andrew D. A. Maidment
2010	—	`conf`	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 Emily F. Conant, Diane Li, Sara Gavenonis, Predrag R. Bakic, Ann-Katherine Carton, Cuiping Zhang, Andrew D. A. Maidment, Despina Kontos
2010	—	`conf`	A comparative study of volumetric breast density estimation in digital mammography and magnetic resonance imaging: results from a high-risk population. Computer-Aided Diagnosis Despina Kontos, Ye Xing, Predrag R. Bakic, Emily F. Conant, Andrew D. A. Maidment
2008	—	`conf`	Digital Breast Tomosynthesis Parenchymal Texture Analysis for Breast Cancer Risk Estimation: A Preliminary Study. Digital Mammography / IWDM Despina Kontos, Predrag R. Bakic, Andrea B. Troxel, Emily F. Conant, Andrew D. A. Maidment
2008	—	`conf`	Temporal Subtraction Versus Dual-Energy Contrast-Enhanced Digital Breast Tomosynthesis: A Pilot Study. Digital Mammography / IWDM Ann-Katherine Carton, Jean Anne Currivan, Emily F. Conant, Andrew D. A. Maidment
2006	—	`conf`	Optimization of Contrast-Enhanced Digital Breast Tomosynthesis. Digital Mammography / IWDM Ann-Katherine Carton, Jingjing Li, Sara Chen, Emily F. Conant, Andrew D. A. Maidment
2001	J	`jnl`	Breast Tissue Density Quantification via Digitized Mammograms. IEEE Trans. Medical Imaging Punam K. Saha, Jayaram K. Udupa, Emily F. Conant, Dev P. Chakraborty
1999	B	`conf`	Near-automatic quantification of breast tissue glandularity via digitized mammograms. Image Processing Punam K. Saha, Jayaram K. Udupa, Emily F. Conant, Dev Prasad Chakraborty
1998	—	`conf`	Three-Dimensional Visualization of Breast Cancer. Digital Mammography / IWDM Andrew D. A. Maidment, Michael Albert, Emily F. Conant, Stephen A. Feig