Natalie Baughan
7PUBLICATIONS
17CO-AUTHORS
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Publications (7)
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|Mar 10, 2026
Task-Based Sampling of Patient Data for Rigorous Machine Learning/AI Performance Assessment.Natalie Baughan, Heather M Whitney, Karen Drukker
|Apr 25, 2025
MIDRC mRALE Mastermind Grand Challenge: AI to predict COVID severity on chest radiographs.Samuel G Armato, Karen Drukker, Lubomir Hadjiiski
|Apr 05, 2024
MIDRC-MetricTree: a decision tree-based tool for recommending performance metrics in artificial intelligence-assisted medical image analysis.Karen Drukker, Berkman Sahiner, Tingting Hu
|Feb 28, 2024
Past, Present, and Future of Machine Learning and Artificial Intelligence for Breast Cancer Screening.Natalie Baughan, Lindsay Douglas, Maryellen L Giger
|Dec 11, 2023
Sequestration of imaging studies in MIDRC: stratified sampling to balance demographic characteristics of patients in a multi-institutional data commons.Natalie Baughan, Heather M Whitney, Karen Drukker
|Jul 20, 2023
Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons.Heather M Whitney, Natalie Baughan, Kyle J Myers
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Frequent Collaborators
6 joint publications
Maryellen L Giger
4 joint publications
Heather M Whitney
4 joint publications
Kyle J Myers
4 joint publications
Karen Drukker
2 joint publications
Jayashree Kalpathy-Cramer
2 joint publications
Michael McNitt-Gray
1 joint publications
Hui Li
1 joint publications
Judy Gichoya
1 joint publications
Nicholas Gruszauskas
1 joint publications
Sanmi Koyejo
