Year |
Citation |
Score |
2024 |
Drukker K, Sahiner B, Hu T, Kim GH, Whitney HM, Baughan N, Myers KJ, Giger ML, McNitt-Gray M. 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. PMID 38576536 DOI: 10.1117/1.JMI.11.2.024504 |
0.454 |
|
2024 |
Baughan N, Douglas L, Giger ML. Past, Present, and Future of Machine Learning and Artificial Intelligence for Breast Cancer Screening. Journal of Breast Imaging. 4: 451-459. PMID 38416954 DOI: 10.1093/jbi/wbac052 |
0.479 |
|
2023 |
Baughan N, Whitney HM, Drukker K, Sahiner B, Hu T, Kim GH, McNitt-Gray M, Myers KJ, Giger ML. 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. PMID 38074627 DOI: 10.1117/1.JMI.10.6.064501 |
0.498 |
|
2023 |
Whitney HM, Baughan N, Myers KJ, Drukker K, Gichoya J, Bower B, Chen W, Gruszauskas N, Kalpathy-Cramer J, Koyejo S, Sá RC, Sahiner B, Zhang Z, Giger ML. Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons. Journal of Medical Imaging (Bellingham, Wash.). 10: 61105. PMID 37469387 DOI: 10.1117/1.JMI.10.6.061105 |
0.442 |
|
2023 |
Baughan N, Li H, Lan L, Embury M, Yim I, Whitman GJ, El-Zein R, Bedrosian I, Giger ML. 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. PMID 37426053 DOI: 10.1117/1.JMI.10.4.044501 |
0.428 |
|
2023 |
Li H, Robinson K, Lan L, Baughan N, Chan CW, Embury M, Whitman GJ, El-Zein R, Bedrosian I, Giger ML. Temporal Machine Learning Analysis of Prior Mammograms for Breast Cancer Risk Prediction. Cancers. 15. PMID 37046802 DOI: 10.3390/cancers15072141 |
0.46 |
|
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