Natalie Baughan

Past, Present, and Future of Machine Learning and Artificial Intelligence for Breast Cancer Screening

2022 · 17 Zit. · Journal of Breast Imaging

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

2023 · 13 Zit. · Journal of Medical Imaging

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

2023 · 8 Zit. · Journal of Medical Imaging

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

2024 · 5 Zit. · Journal of Medical Imaging

Assistance tools for the evaluation of machine learning algorithm performance: the decision tree based tools developed by the Medical Imaging and Data Resource Center (MIDRC) Technology Development Project (TDP) 3c effort

2023 · 3 Zit.

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

2023 · 1 Zit. · arXiv (Cornell University)

Sequestration methodology in practice through evaluation of joint demographic distributions of 54,185 patients in the Medical Imaging and Data Resource Center (MIDRC) data commons

2023 · 1 Zit.

Task-Based Sampling of Patient Data for Rigorous Machine Learning/AI Performance Assessment

2026 · 0 Zit. · Journal of Imaging Informatics in Medicine