Jules H. Sumkin

Computer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 10 papers. Top paper: “Predicting cell invasion in breast tumor microenvironment from radiological imaging phenotypes”.

Predicting cell invasion in breast tumor microenvironment from radiological imaging phenotypes

BMC Cancer(2021)10.1186/s12885-021-08122-x

N/A

0.621DataRank · unranked

62 citations

Ryan Hausler, Jules H. Sumkin, Min Sun, Shandong Wu, Dooman Arefan

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

IEEE Journal of Biomedical and Health Informatics(2020)10.1109/jbhi.2020.2974425

N/A

0.590DataRank · unranked

50 citations

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

Predicting Cell Line Invasion in Breast Tumor Microenvironment from Radiological Imaging Phenotypes

Research Square (Research Square)(2020)10.21203/rs.3.rs-64369/v1

N/A

0DataRank · unranked

0 citations

Ryan Hausler, Jules H. Sumkin, Minyuan Sun, Shandong Wu, Dooman Arefan

Radiomics-Informed Deep Curriculum Learning for Breast Cancer Diagnosis

Lecture notes in computer science(2021)10.1007/978-3-030-87240-3_61

N/A

0DataRank · unranked

9 citations

Saba Dadsetan, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Heng Huang +2 more

Deep learning of longitudinal mammogram examinations for breast cancer risk prediction

Pattern Recognition(2022)10.1016/j.patcog.2022.108919

N/A

0DataRank · unranked

50 citations

Dooman Arefan, Wendie A. Berg, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu +1 more

Deep learning of mammogram images to reduce unnecessary breast biopsies: a preliminary study

Breast Cancer Research(2024)10.1186/s13058-024-01830-9

N/A

0DataRank · unranked

13 citations

Min Sun, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu +1 more

Assessment of Background Parenchymal Enhancement at Dynamic Contrast-enhanced MRI in Predicting Breast Cancer Recurrence Risk

Radiology(2024)10.1148/radiol.230269

N/A

0DataRank · unranked

16 citations

Margarita L. Zuley, Wendie A. Berg, Lu Yang, Jules H. Sumkin, Shandong Wu +1 more

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

arXiv (Cornell University)(2024)10.48550/arxiv.2411.00837

N/A

0DataRank · unranked

0 citations

Degan Hao, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu +1 more

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

Lecture notes in computer science(2025)10.1007/978-3-032-05559-0_35

N/A

0DataRank · unranked

0 citations

Degan Hao, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Lars J. Grimm +3 more

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

Journal of Digital Imaging(2020)10.1007/s10278-020-00369-3

N/A

0DataRank · unranked

27 citations

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