Dooman Arefan

Also affiliated with UPMC Hillman Cancer Center

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 17 papers. Top paper: “Predicting Cell Line Invasion in Breast Tumor Microenvironment from Radiological Imaging Phenotypes”.

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

A machine and human reader study on AI diagnosis model safety under attacks of adversarial images

Nature Communications(2021)10.1038/s41467-021-27577-x

N/A

0DataRank · unranked

65 citations

Margarita L. Zuley, Yuan Guo, Lü Yang, Bronwyn Nair, Adrienne Vargo +4 more

Predicting cell invasion in breast tumor microenvironment from radiological imaging phenotypes

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

N/A

0DataRank · unranked

62 citations

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

Knowledge-Guided Multiview Deep Curriculum Learning for Elbow Fracture Classification

Lecture notes in computer science(2021)10.1007/978-3-030-87589-3_57

N/A

0DataRank · unranked

11 citations

Gene Kitamura, Dooman Arefan, Emine Doğanay, Ashok Panigrahy, Shandong Wu +1 more

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

Outcome Prediction in Patients with Severe Traumatic Brain Injury Using Deep Learning from Head CT Scans

Radiology(2022)10.1148/radiol.212181

N/A

0DataRank · unranked

100 citations

Dooman Arefan, Jason Barber, Esther L. Yuh, Ava M. Puccio, Kerri Hochberger +24 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

Comparison of machine learning models to predict long-term outcomes after severe traumatic brain injury

Neurosurgical FOCUS(2023)10.3171/2023.3.focus2376

N/A

0DataRank · unranked

16 citations

Matthew Pease, Shawn R. Eagle, David O. Okonkwo, Shandong Wu, Dooman Arefan

Human Not in the Loop: Objective Sample Difficulty Measures for Curriculum Learning

PubMed(2023)10.1109/isbi53787.2023.10230597

N/A

0DataRank · unranked

3 citations

Jun Luo, Dooman Arefan, Gene Kitamura, Shandong Wu, Zhengbo Zhou

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

Adversarially Robust Feature Learning for Breast Cancer Diagnosis

arXiv (Cornell University)(2024)10.48550/arxiv.2402.08768

N/A

0DataRank · unranked

0 citations

Dooman Arefan, Margarita L. Zuley, Wendie A. Berg, Shandong Wu, Degan Hao

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

$Δ$t-Mamba3D: A Time-Aware Spatio-Temporal State-Space Model for Breast Cancer Risk Prediction

arXiv (Cornell University)(2025)10.48550/arxiv.2510.19003

N/A

0DataRank · unranked

0 citations

Dooman Arefan, Margarita L. Zuley, Shandong Wu, Zhengbo Zhou

Uncertainty Quantification for Deep Learning-Based Medical Imaging Classification Model Evaluation and Individualized Risk Estimation

(2025)10.1109/tps-isa67132.2025.00088

N/A

0DataRank · unranked

0 citations

Dooman Arefan, Shandong Wu, Jiren Li

An Unsupervised Domain Adaptation Method to Enhance Diagnostic Model Resilience on Heterogeneous Medical Imaging Data

(2025)10.1109/tps-isa67132.2025.00066

N/A

0DataRank · unranked

0 citations

Dooman Arefan, Wendie A. Berg, Shandong Wu, Zhiwei Gong