Natalie Baughan
Affiliations: | University of Chicago, Chicago, IL |
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Parents
Sign in to add mentor| Martha M. Matuszak | research assistant | University of Michigan (MathTree) | |
| Maryellen L. Giger | grad student | Chicago |
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Publications
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| Drukker K, Sahiner B, Hu T, et al. (2024) MIDRC-MetricTree: a decision tree-based tool for recommending performance metrics in artificial intelligence-assisted medical image analysis. Journal of Medical Imaging (Bellingham, Wash.). 11: 024504 |
| Baughan N, Douglas L, Giger ML. (2024) Past, Present, and Future of Machine Learning and Artificial Intelligence for Breast Cancer Screening. Journal of Breast Imaging. 4: 451-459 |
| Baughan N, Whitney HM, Drukker K, et al. (2023) Sequestration of imaging studies in MIDRC: stratified sampling to balance demographic characteristics of patients in a multi-institutional data commons. Journal of Medical Imaging (Bellingham, Wash.). 10: 064501 |
| Whitney HM, Baughan N, Myers KJ, et al. (2023) Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons. Journal of Medical Imaging (Bellingham, Wash.). 10: 61105 |
| Baughan N, Li H, Lan L, et al. (2023) Radiomic and deep learning characterization of breast parenchyma on full field digital mammograms and specimen radiographs: a pilot study of a potential cancer field effect. Journal of Medical Imaging (Bellingham, Wash.). 10: 044501 |
| Li H, Robinson K, Lan L, et al. (2023) Temporal Machine Learning Analysis of Prior Mammograms for Breast Cancer Risk Prediction. Cancers. 15 |