Whitney HM - Search Results

1

Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI.

Hu Q, Whitney HM, Li H, Ji Y, Liu P, Giger ML. Hu Q, et al. Among authors: whitney hm. Radiol Artif Intell. 2021 Feb 24;3(3):e200159. doi: 10.1148/ryai.2021200159. eCollection 2021 May. Radiol Artif Intell. 2021. PMID: 34235439 Free PMC article.

2

Additive Benefit of Radiomics Over Size Alone in the Distinction Between Benign Lesions and Luminal A Cancers on a Large Clinical Breast MRI Dataset.

Whitney HM, Taylor NS, Drukker K, Edwards AV, Papaioannou J, Schacht D, Giger ML. Whitney HM, et al. Acad Radiol. 2019 Feb;26(2):202-209. doi: 10.1016/j.acra.2018.04.019. Epub 2018 May 10. Acad Radiol. 2019. PMID: 29754995 Free PMC article.

3

Harmonization of radiomic features of breast lesions across international DCE-MRI datasets.

Whitney HM, Li H, Ji Y, Liu P, Giger ML. Whitney HM, et al. J Med Imaging (Bellingham). 2020 Jan;7(1):012707. doi: 10.1117/1.JMI.7.1.012707. Epub 2020 Mar 5. J Med Imaging (Bellingham). 2020. PMID: 32206682 Free PMC article.

4

A deep learning methodology for improved breast cancer diagnosis using multiparametric MRI.

Hu Q, Whitney HM, Giger ML. Hu Q, et al. Among authors: whitney hm. Sci Rep. 2020 Jun 29;10(1):10536. doi: 10.1038/s41598-020-67441-4. Sci Rep. 2020. PMID: 32601367 Free PMC article.

5

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

Hu Q, Whitney HM, Giger ML. Hu Q, et al. Among authors: whitney hm. J Med Imaging (Bellingham). 2020 Jul;7(4):044502. doi: 10.1117/1.JMI.7.4.044502. Epub 2020 Aug 24. J Med Imaging (Bellingham). 2020. PMID: 32864390 Free PMC article.

6

Comparison of Breast MRI Tumor Classification Using Human-Engineered Radiomics, Transfer Learning From Deep Convolutional Neural Networks, and Fusion Methods.

Whitney HM, Li H, Ji Y, Liu P, Giger ML. Whitney HM, et al. Proc IEEE Inst Electr Electron Eng. 2020 Jan;108(1):163-177. doi: 10.1109/jproc.2019.2950187. Epub 2019 Nov 21. Proc IEEE Inst Electr Electron Eng. 2020. PMID: 34045769 Free PMC article.

7

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

Whitney HM, Drukker K, Edwards A, Papaioannou J, Medved M, Karczmar G, Giger ML. Whitney HM, et al. Magn Reson Imaging. 2021 Oct;82:111-121. doi: 10.1016/j.mri.2021.06.021. Epub 2021 Jun 24. Magn Reson Imaging. 2021. PMID: 34174331 Free PMC article.

8

Multi-Stage Harmonization for Robust AI across Breast MR Databases.

Whitney HM, Li H, Ji Y, Liu P, Giger ML. Whitney HM, et al. Cancers (Basel). 2021 Sep 26;13(19):4809. doi: 10.3390/cancers13194809. Cancers (Basel). 2021. PMID: 34638294 Free PMC article.

9

Performance metric curve analysis framework to assess impact of the decision variable threshold, disease prevalence, and dataset variability in two-class classification.

Whitney HM, Drukker K, Giger ML. Whitney HM, et al. J Med Imaging (Bellingham). 2022 May;9(3):035502. doi: 10.1117/1.JMI.9.3.035502. Epub 2022 May 31. J Med Imaging (Bellingham). 2022. PMID: 35656541 Free PMC article.

10

Impact of continuous learning on diagnostic breast MRI AI: evaluation on an independent clinical dataset.

Li H, Whitney HM, Ji Y, Edwards A, Papaioannou J, Liu P, Giger ML. Li H, et al. Among authors: whitney hm. J Med Imaging (Bellingham). 2022 May;9(3):034502. doi: 10.1117/1.JMI.9.3.034502. Epub 2022 Jun 6. J Med Imaging (Bellingham). 2022. PMID: 35685120 Free PMC article.

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