Jules H. Sumkin

According to our database, Jules H. Sumkin authored at least 17 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Longitudinal Mammogram Exam-based Breast Cancer Diagnosis Models: Vulnerability to Adversarial Attacks.

Zhengbo Zhou, Degan Hao, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu

CoRR, 2024

Knowledge-Guided Multi-Task Learning for Breast Cancer Diagnosis Using Longitudinal Mammogram Images.

Zhengbo Zhou, Dooman Arefan, Margarita L. Zuley, Degan Hao, Jules H. Sumkin, Shandong Wu

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2022

Deep learning of longitudinal mammogram examinations for breast cancer risk prediction.

Saba Dadsetan, Dooman Arefan, Wendie A. Berg, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu

Pattern Recognit., 2022

Deep curriculum learning in task space for multi-class based mammography diagnosis.

Jun Luo, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022

2021

Radiomics-Informed Deep Curriculum Learning for Breast Cancer Diagnosis.

Giacomo Nebbia, Saba Dadsetan, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Heng Huang, Shandong Wu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Multi-task learning to incorporate clinical knowledge into deep learning for breast cancer diagnosis.

Giacomo Nebbia, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

2020

Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance.

Degan Hao, Lei Zhang, Jules H. Sumkin, Aly A. Mohamed, Shandong Wu

IEEE J. Biomed. Health Informatics, 2020

Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study.

Kadie Clancy, Sarah S. Aboutalib, Aly A. Mohamed, Jules H. Sumkin, Shandong Wu

J. Digit. Imaging, 2020

2018

Can a limited double reading/second opinion of initially recalled breast ultrasound screening examinations improve radiologists' performances?

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

Proceedings of the Medical Imaging 2018: Image Perception, 2018

2016

Changes in frequency of recall recommendations of examinations depicting cancer with the availability of either priors or digital breast tomosynthesis.

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

Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016

2015

Signal enhancement ratio (SER) quantified from breast DCE-MRI and breast cancer risk.

Shandong Wu, Brenda F. Kurland, Wendie A. Berg, Margarita L. Zuley, Rachel C. Jankowitz, Jules H. Sumkin, David Gur

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

2008

Different Search Patterns and Similar Decision Outcomes: How Can Experts Agree in the Decisions They Make When Reading Digital Mammograms?.

Claudia Mello-Thoms, Marie A. Ganott, Jules H. Sumkin, Christiane M. Hakim, Cynthia Britton, Luisa P. Wallace, Lara Hardesty

Proceedings of the Digital Mammography, 2008

2007

Application of 3D geometric tensors for segmenting cylindrical tree structures from volumetric datasets.

Walter F. Good, Xiao Hui Wang, Carl Fuhrman, Jules H. Sumkin, Glenn S. Maitz, Joseph K. Leader, Cynthia Britton, David Gur

Proceedings of the Medical Imaging 2007: Image Processing, 2007

2006

A Multisite Telemammography System for Remote Management of Screening Mammography: An Assessment of Technical, Operational, and Clinical Issues.

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

J. Digit. Imaging, 2006

2004

Projection models for stereo display of chest CT.

Xiao Hui Wang, Walter F. Good, Carl R. Fuhrman, Jules H. Sumkin, Cynthia A. Britton, Thomas E. Warfel, David Gur

Proceedings of the Medical Imaging 2004: Visualization, 2004

2003

Improving CAD performance in detecting masses depicted on prior images.

Bin Zheng, Xiao Hui Wang, Luisa P. Wallace, Cathy Cohen, Lara A. Hardesty, Christiane M. Hakim, Gordon Abran, Jules H. Sumkin, David Gur

Proceedings of the Medical Imaging 2003: Image Processing, 2003

2002

Towards a clinically useful sonic flashlight.

George D. Stetten, Damion Shelton, Wilson Chang, Vikram S. Chib, Robert J. Tamburo, Daniel Hildebrand, L. Lobes, Jules H. Sumkin

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002