Jules H. Sumkin

21 papers B 2Journal 7Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Longitudinal Mammogram Exam-Based Breast Cancer Diagnosis Models: Vulnerability to Adversarial Attacks. Deep-Breath@MICCAI Zhengbo Zhou, Degan Hao, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Lars Grimm, James Joshi, Shandong Wu
2025	—	`conf`	Longmambattn: A Novel Architecture for Enhanced Breast Cancer Risk Prediction Using Variable-Length Longitudinal Mammograms. ISBI Zhengbo Zhou, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
2025	J	`jnl`	STA-Risk: A Deep Dive of Spatio-Temporal Asymmetries for Breast Cancer Risk Prediction. CoRR Zhengbo Zhou, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
2024	—	`conf`	Knowledge-Guided Multi-Task Learning for Breast Cancer Diagnosis Using Longitudinal Mammogram Images. ISBI Zhengbo Zhou, Dooman Arefan, Margarita L. Zuley, Degan Hao, Jules H. Sumkin, Shandong Wu
2024	J	`jnl`	Longitudinal Mammogram Exam-based Breast Cancer Diagnosis Models: Vulnerability to Adversarial Attacks. CoRR Zhengbo Zhou, Degan Hao, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
2022	—	`conf`	Deep curriculum learning in task space for multi-class based mammography diagnosis. Computer-Aided Diagnosis Jun Luo, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
2022	J	`jnl`	Deep learning of longitudinal mammogram examinations for breast cancer risk prediction. Pattern Recognit. Saba Dadsetan, Dooman Arefan, Wendie A. Berg, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
2021	J	`jnl`	Deep Curriculum Learning in Task Space for Multi-Class Based Mammography Diagnosis. CoRR Jun Luo, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
2021	—	`conf`	Multi-task learning to incorporate clinical knowledge into deep learning for breast cancer diagnosis. Computer-Aided Diagnosis Giacomo Nebbia, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu
2021	—	`conf`	Radiomics-Informed Deep Curriculum Learning for Breast Cancer Diagnosis. MICCAI (5) Giacomo Nebbia, Saba Dadsetan, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Heng Huang, Shandong Wu
2020	J	`jnl`	Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study. J. Digit. Imaging Kadie Clancy, Sarah S. Aboutalib, Aly A. Mohamed, Jules H. Sumkin, Shandong Wu
2020	J	`jnl`	Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance. IEEE J. Biomed. Health Informatics Degan Hao, Lei Zhang, Jules H. Sumkin, Aly A. Mohamed, Shandong Wu
2018	—	`conf`	Can a limited double reading/second opinion of initially recalled breast ultrasound screening examinations improve radiologists' performances? Image Perception, Observer Performance, and Technology Assessment 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
2016	—	`conf`	Changes in frequency of recall recommendations of examinations depicting cancer with the availability of either priors or digital breast tomosynthesis. Image Perception, Observer Performance, and Technology Assessment 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
2015	—	`conf`	Signal enhancement ratio (SER) quantified from breast DCE-MRI and breast cancer risk. Computer-Aided Diagnosis Shandong Wu, Brenda F. Kurland, Wendie A. Berg, Margarita L. Zuley, Rachel C. Jankowitz, Jules H. Sumkin, David Gur
2008	—	`conf`	Different Search Patterns and Similar Decision Outcomes: How Can Experts Agree in the Decisions They Make When Reading Digital Mammograms?. Digital Mammography / IWDM Claudia Mello-Thoms, Marie A. Ganott, Jules H. Sumkin, Christiane M. Hakim, Cynthia Britton, Luisa P. Wallace, Lara Hardesty
2007	B	`conf`	Application of 3D geometric tensors for segmenting cylindrical tree structures from volumetric datasets. Image Processing Walter F. Good, Xiao Hui Wang, Carl Fuhrman, Jules H. Sumkin, Glenn S. Maitz, Joseph K. Leader, Cynthia Britton, David Gur
2006	J	`jnl`	A Multisite Telemammography System for Remote Management of Screening Mammography: An Assessment of Technical, Operational, and Clinical Issues. J. Digit. Imaging 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
2004	—	`conf`	Projection models for stereo display of chest CT. Image-Guided Procedures Xiao Hui Wang, Walter F. Good, Carl R. Fuhrman, Jules H. Sumkin, Cynthia A. Britton, Thomas E. Warfel, David Gur
2003	B	`conf`	Improving CAD performance in detecting masses depicted on prior images. Image Processing Bin Zheng, Xiao Hui Wang, Luisa P. Wallace, Cathy Cohen, Lara A. Hardesty, Christiane M. Hakim, Gordon Abran, Jules H. Sumkin, David Gur
2002	—	`conf`	Towards a clinically useful sonic flashlight. ISBI George D. Stetten, Damion Shelton, Wilson Chang, Vikram S. Chib, Robert J. Tamburo, Daniel Hildebrand, L. Lobes, Jules H. Sumkin