Jules H. Sumkin

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 10

Top Topics

Breast Ultrasound

Prognostic Factors

Top Venues

Medical Imaging: Computer-Aided Diagnosis

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

Pattern Recognit.

Publications

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)
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)
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)
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) (2020)
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) (2020)
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)
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)
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)
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)
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)
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) (2006)
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)
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)
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)