Margarita L. Zuley

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 13

Top Topics

Medical Knowledge

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Pattern Recognit.

Publications

Degan Hao, Dooman Arefan, Margarita L. Zuley, Wendie A. Berg, Shandong Wu
Adversarially Robust Feature Learning for Breast Cancer Diagnosis. CoRR (2024)
Long Gao, Chang Liu, Dooman Arefan, Ashok Panigrahy, Margarita L. Zuley, Shandong Wu
Medical knowledge-guided deep learning for mammographic breast density classification. Medical Imaging: Computer-Aided Diagnosis (2023)
Jun Luo, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
Deep curriculum learning in task space for multi-class based mammography diagnosis. Medical Imaging: Computer-Aided Diagnosis (2022)
Saba Dadsetan, Dooman Arefan, Wendie A. Berg, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
Deep learning of longitudinal mammogram examinations for breast cancer risk prediction. Pattern Recognit. 132 (2022)
Long Gao, Chang Liu, Dooman Arefan, Ashok Panigrahy, Margarita L. Zuley, Shandong Wu
Medical Knowledge-Guided Deep Learning for Imbalanced Medical Image Classification. CoRR (2021)
Jun Luo, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
Deep Curriculum Learning in Task Space for Multi-Class Based Mammography Diagnosis. CoRR (2021)
Giacomo Nebbia, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
Multi-task learning to incorporate clinical knowledge into deep learning for breast cancer diagnosis. Medical Imaging: Computer-Aided Diagnosis (2021)
Juhun Lee, Robert M. Nishikawa, Andriy Bandos, Margarita L. Zuley
Estimating near term breast cancer risk from sequential mammograms using deep learning, radon cumulative distribution transform, and a clinical risk factor: preliminary analysis. Medical Imaging: Computer-Aided Diagnosis (2021)
Giacomo Nebbia, Saba Dadsetan, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Heng Huang, Shandong Wu
Radiomics-Informed Deep Curriculum Learning for Breast Cancer Diagnosis. MICCAI (5) (2021)
Giacomo Nebbia, Aly A. Mohamed, Ruimei Chai, Bingjie Zheng, Margarita L. Zuley, Shandong Wu
Deep learning of sub-regional breast parenchyma in mammograms for localized breast cancer risk prediction. Medical Imaging: Computer-Aided Diagnosis (2019)
Nicholas M. D'Ardenne, Robert M. Nishikawa, Margarita L. Zuley, Chia-Chien Wu, Jeremy M. Wolfe
Oculomotor behaviour of radiologists reading digital breast tomosynthesis (DBT). Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Sarah S. Aboutalib, Aly A. Mohamed, Margarita L. Zuley, Wendie A. Berg, Yahong Luo, Shandong Wu
Do pre-trained deep learning models improve computer-aided classification of digital mammograms? Medical Imaging: Computer-Aided Diagnosis (2018)
David Gur, Kimberly Harnist, Terri-Ann Gizienski, Margarita L. Zuley, Christiane M. Hakim, Amy Lu, Jules H. Sumkin, Gordon Abrams, Marie A. Ganott, Amy E. Kelly, Cathy S. Tyma, Thomas S. Chang, Marcella Bhm-Vélez, Robin Sobolewski
Can a limited double reading/second opinion of initially recalled breast ultrasound screening examinations improve radiologists' performances? Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Shandong Wu, Brenda F. Kurland, Wendie A. Berg, Margarita L. Zuley, Rachel C. Jankowitz, Jules H. Sumkin, David Gur
Signal enhancement ratio (SER) quantified from breast DCE-MRI and breast cancer risk. Medical Imaging: Computer-Aided Diagnosis (2015)
Bin Zheng, Jiantao Pu, Sang Cheol Park, Margarita L. Zuley, David Gur
Assessment of the relationship between lesion segmentation accuracy and computer-aided diagnosis scheme performance. Medical Imaging: Computer-Aided Diagnosis (2008)