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ORCIDJules H. Sumkin
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2020 – today
- 2024
[c12]Zhengbo Zhou, Dooman Arefan, Margarita L. Zuley, Degan Hao, Jules H. Sumkin, Shandong Wu:
Knowledge-Guided Multi-Task Learning for Breast Cancer Diagnosis Using Longitudinal Mammogram Images. ISBI 2024: 1-5- 2022
- [j4]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: 108919 (2022) - [c11]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 - 2021
- [c10]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 - [c9]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: 634-643 - [i1]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 abs/2110.11320 (2021) - 2020
- [j3]Kadie Clancy, Sarah S. Aboutalib, Aly A. Mohamed, Jules H. Sumkin, Shandong Wu:
Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study. J. Digit. Imaging 33(5): 1257-1265 (2020) - [j2]Degan Hao, Lei Zhang, Jules H. Sumkin, Aly A. Mohamed, Shandong Wu:
Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance. IEEE J. Biomed. Health Informatics 24(9): 2701-2710 (2020)
2010 – 2019
- 2018
- [c8]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: 1057710 - 2016
- [c7]Christiane M. Hakim, Andriy I. Bandos, Marie A. Ganott, Victor J. Catullo, Denise M. Chough, Amy E. Kelly, Dilip D. Shinde, Jules H. Sumkin, Luisa P. Wallace, Robert M. Nishikawa, David Gur:
Changes in frequency of recall recommendations of examinations depicting cancer with the availability of either priors or digital breast tomosynthesis. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2016: 97871A - 2015
- [c6]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: 94140M
2000 – 2009
- 2008
- [c5]Claudia Mello-Thoms, Marie A. Ganott, Jules H. Sumkin, Christiane M. Hakim, Cynthia Britton, Luisa P. Wallace, Lara Hardesty:
Different Search Patterns and Similar Decision Outcomes: How Can Experts Agree in the Decisions They Make When Reading Digital Mammograms?. Digital Mammography / IWDM 2008: 212-219 - 2007
- [c4]Walter F. Good, Xiao Hui Wang, Carl Fuhrman, Jules H. Sumkin, Glenn S. Maitz, Joseph K. Leader, Cynthia Britton, David Gur:
Application of 3D geometric tensors for segmenting cylindrical tree structures from volumetric datasets. Medical Imaging: Image Processing 2007: 65123R - 2006
- [j1]Joseph K. Leader, Christiane M. Hakim, Marie A. Ganott, Denise M. Chough, Luisa P. Wallace, Ronald J. Clearfield, Ronald L. Perrin, John M. Drescher, Glenn S. Maitz, Jules H. Sumkin, David Gur:
A Multisite Telemammography System for Remote Management of Screening Mammography: An Assessment of Technical, Operational, and Clinical Issues. J. Digit. Imaging 19(3): 216-225 (2006) - 2004
- [c3]Xiao Hui Wang, Walter F. Good, Carl R. Fuhrman, Jules H. Sumkin, Cynthia A. Britton, Thomas E. Warfel, David Gur:
Projection models for stereo display of chest CT. Medical Imaging: Image-Guided Procedures 2004 - 2003
- [c2]Bin Zheng, Xiao Hui Wang, Luisa P. Wallace, Cathy Cohen, Lara A. Hardesty, Christiane M. Hakim, Gordon Abran, Jules H. Sumkin, David Gur:
Improving CAD performance in detecting masses depicted on prior images. Medical Imaging: Image Processing 2003 - 2002
- [c1]George D. Stetten, Damion Shelton, Wilson Chang, Vikram S. Chib, Robert J. Tamburo, Daniel Hildebrand, L. Lobes, Jules H. Sumkin:
Towards a clinically useful sonic flashlight. ISBI 2002: 417-420
Coauthor Index
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last updated on 2024-09-09 01:17 CEST by the dblp team
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