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Heather M. Whitney

Wheaton College (Illinois)
University of Chicago

28

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135

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Case-based diagnostic classification repeatability using radiomic features extracted from full-field digital mammography images of breast lesions

2021
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Robustness of radiomic features of benign breast lesions and hormone receptor positive/HER2-negative cancers across DCE-MR magnet strengths.

2021 Magnetic Resonance Imaging
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Comparison of diagnostic performances, case-based repeatability, and operating sensitivity and specificity in classification of breast lesions using DCE-MRI

2021
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Artificial Intelligence in Medical Imaging

2021
- Heather M. Whitney
- Maryellen L. Giger
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Harmonization of radiomic features of breast lesions across international DCE-MRI datasets

2020 Journal of medical imaging
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Case-based repeatability of machine learning classification performance on breast MRI

2020
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Radiomics methodology for breast cancer diagnosis using multiparametric magnetic resonance imaging.

2020 Journal of medical imaging
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A deep learning methodology for improved breast cancer diagnosis using multiparametric MRI

2020 Scientific Reports
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Improvement of classification performance using harmonization across field strength of radiomic features extracted from DCE-MR images of the breast

2020
- Heather M. Whitney
- Maryellen L. Giger
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Repeatability profiles towards consistent sensitivity and specificity levels for machine learning on breast DCE-MRI

2020
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