🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Karen Drukker

University of Chicago

ORCID: 0000-0001-6544-3476
MedicineComputer Science

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 2%percentile
2.1Author DataRank

Indexed papers

6in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 6 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons

Journal of Medical Imaging(2023)10.1117/1.jmi.10.6.061105
Top 32%
0.610DataRank
Top 32%9 citations

Natalie Baughan, Kyle J. Myers, Karen Drukker, Judy Wawira Gichoya, Brad Bower +9 more

Papers

Driven by 18 papers — median percentile 52. Top paper: “Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment”.

Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment

Journal of Medical Imaging(2023)10.1117/1.jmi.10.6.061104
N/A
0.736DataRank · unranked
134 citations

Weijie Chen, Judy Wawira Gichoya, Nicholas P. Gruszauskas, Jayashree Kalpathy–Cramer, Oluwasanmi Koyejo +7 more

Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons

Journal of Medical Imaging(2023)10.1117/1.jmi.10.6.061105
Top 32%
0.610DataRank
Top 32%9 citations

Natalie Baughan, Kyle J. Myers, Karen Drukker, Judy Wawira Gichoya, Brad Bower +9 more

Role of standard and soft tissue chest radiography images in deep-learning-based early diagnosis of COVID-19

Journal of Medical Imaging(2021)10.1117/1.jmi.8.s1.014503
Top 38%
0.510DataRank
Top 38%18 citations

Karen Drukker, Maryellen L. Giger, Qiyuan Hu

Sequestration of imaging studies in MIDRC: stratified sampling to balance demographic characteristics of patients in a multi-institutional data commons

Journal of Medical Imaging(2023)10.1117/1.jmi.10.6.064501
Top 45%
0.416DataRank
Top 45%15 citations

Heather M. Whitney, Karen Drukker, Berkman Sahiner, Tingting Hu, Grace Hyun J. Kim +4 more

MIDRC-MetricTree: a decision tree-based tool for recommending performance metrics in artificial intelligence-assisted medical image analysis

Journal of Medical Imaging(2024)10.1117/1.jmi.11.2.024504
Top 51%
0.347DataRank
Top 51%6 citations

Berkman Sahiner, Tingting Hu, Grace Hyun J. Kim, Heather M. Whitney, Natalie Baughan +4 more

Performance metric curve analysis framework to assess impact of the decision variable threshold, disease prevalence, and dataset variability in two-class classification

Journal of Medical Imaging(2022)10.1117/1.jmi.9.3.035502
N/A
0.269DataRank · unranked
5 citations

Karen Drukker, Maryellen L. Giger, Heather M. Whitney

MIDRC mRALE Mastermind Grand Challenge: AI to predict COVID severity on chest radiographs

Journal of Medical Imaging(2025)10.1117/1.jmi.12.2.024505
Top 78%
0.104DataRank
Top 78%1 citations

Karen Drukker, Lubomir M. Hadjiiski, Carol C. Wu, Jayashree Kalpathy-Cramer, George Shih +9 more

Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center Open Data Commons

arXiv (Cornell University)(2023)10.48550/arxiv.2303.10501
Top 78%
0.104DataRank
Top 78%1 citations

Natalie Baughan, Kyle J. Myers, Karen Drukker, Judy Wawira Gichoya, Brad Bower +9 more

AI and machine learning in medical imaging: key points from development to translation

BJR|Artificial Intelligence(2024)10.1093/bjrai/ubae006
N/A
0DataRank · unranked
26 citations

Karen Drukker, Amita Shukla‐Dave, Heang‐Ping Chan, Berkman Sahiner, Nicholas Petrick +19 more

Demonstration of Interoperability Between MIDRC and N3C: A COVID-19 Severity Prediction Use Case

Journal of Imaging Informatics in Medicine(2025)10.1007/s10278-025-01605-4
N/A
0DataRank · unranked
0 citations

Rachel Baccile, Hui Li, Karen Drukker, Christopher Meyer, Nicholas P. Gruszauskas +95 more

Machine learning evaluation of pneumonia severity: subgroup performance in the Medical Imaging and Data Resource Center modified radiographic assessment of lung edema mastermind challenge

Journal of Medical Imaging(2025)10.1117/1.jmi.12.5.054502
N/A
0DataRank · unranked
0 citations

Samuel G. Armato, Lubomir M. Hadjiiski, Judy Wawira Gichoya, Nicholas P. Gruszauskas, Jayashree Kalpathy-Cramer +7 more

Robustness of radiomic features of benign breast lesions and hormone receptor positive/HER2-negative cancers across DCE-MR magnet strengths

Magnetic Resonance Imaging(2021)10.1016/j.mri.2021.06.021
N/A
0DataRank · unranked
6 citations

Karen Drukker, Alexandra Edwards, John Papaioannou, Milica Medved, Gregory S. Karczmar +2 more

AI in medical imaging grand challenges: translation from competition to research benefit and patient care

British Journal of Radiology(2023)10.1259/bjr.20221152
N/A
0DataRank · unranked
25 citations

Karen Drukker, Lubomir M. Hadjiiski, Samuel G. Armato

Predicting intensive care need for COVID-19 patients using deep learning on chest radiography

Journal of Medical Imaging(2023)10.1117/1.jmi.10.4.044504
N/A
0DataRank · unranked
11 citations

Karen Drukker, Qiyuan Hu, Heather M. Whitney, Jordan Fuhrman, Maryellen L. Giger +1 more

U-Net breast lesion segmentations for breast dynamic contrast-enhanced magnetic resonance imaging

Journal of Medical Imaging(2023)10.1117/1.jmi.10.6.064502
N/A
0DataRank · unranked
8 citations

Roma Bhattacharjee, Jordan Fuhrman, Karen Drukker, Qiyuan Hu, Alexandra Edwards +3 more

Generalizations of the Jaccard index and Sørensen index for assessing agreement across multiple readers in object detection and instance segmentation in biomedical imaging

Journal of Medical Imaging(2023)10.1117/1.jmi.10.6.065503
N/A
0DataRank · unranked
7 citations

Kyle Lleras, Karen Drukker, Junting Ai, Thao Cao, Gabriel Casella +4 more

Role of sureness in evaluating AI/CADx: Lesion‐based repeatability of machine learning classification performance on breast MRI

Medical Physics(2023)10.1002/mp.16673
N/A
0DataRank · unranked
4 citations

Karen Drukker, Michael Vieceli, Amy Van Dusen, Michelle de Oliveira, Hiroyuki Abé +2 more

Artificial intelligence in medicine: mitigating risks and maximizing benefits via quality assurance, quality control, and acceptance testing

BJR|Artificial Intelligence(2024)10.1093/bjrai/ubae003
N/A
0DataRank · unranked
38 citations

Amita Shukla‐Dave, Heang‐Ping Chan, Karen Drukker, Ravi K. Samala, Quan Chen +20 more