Natalie Baughan

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Convolutional Neural Network

Artificial Intelligence

Top Venues

Journal of medical imaging (Bellingham, Wash.)

Journal of breast imaging

This page only lists publications with an associated author ORCID identifier.

Publications

Natalie Baughan, Lindsay Douglas, Maryellen L Giger
Past, Present, and Future of Machine Learning and Artificial Intelligence for Breast Cancer Screening. Journal of breast imaging 4 (5) (2024)
Kenny H Cha, Berkman Sahiner, Tingting Hu, Grace Hyun J Kim, Heather M Whitney, Natalie Baughan, Kyle J Myers, Maryellen L Giger, Michael F McNitt-Gray
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 (2) (2024)
Kenny H Cha, Berkman Sahiner, Tingting Hu, Grace Hyun J Kim, Heather M Whitney, Natalie Baughan, Kyle J Myers, Maryellen L Giger, Michael F McNitt-Gray
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 (2) (2024)
Heather M Whitney, Natalie Baughan, Kyle J Myers, Kenny H Cha, Judy Wawira Gichoya, Brad Bower, Weijie Chen, Nicholas Gruszauskas, Jayashree Kalpathy-Cramer, Oluwasanmi O Koyejo, Rui Carlos Sá, Berkman Sahiner, Zi Zhang, Maryellen L Giger
Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons. Journal of medical imaging (Bellingham, Wash.) 10 (6) (2023)
Natalie Baughan, Hui Li, Li Lan, Matthew Embury, Isaiah Yim, Gary J Whitman, Randa El-Zein, Isabelle Bedrosian, Maryellen L Giger
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 (4) (2023)
Natalie Baughan, Heather M Whitney, Kenny H Cha, Berkman Sahiner, Tingting Hu, Grace Hyun Kim, Michael F McNitt-Gray, Kyle J Myers, Maryellen L Giger
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 (6) (2023)