Andrew Oustimov

Effectiveness of Digital Breast Tomosynthesis Compared With Digital Mammography

Elizabeth S. McDonald, Andrew Oustimov, Susan P. Weinstein et al. · JAMA Oncology · 2016 · 207 citations · Full text

Radiomic Phenotypes of Mammographic Parenchymal Complexity: Toward Augmenting Breast Density in Breast Cancer Risk Assessment

Despina Kontos, Stacey J. Winham, Andrew Oustimov et al. · Radiology · 2018 · 83 citations

Using Convolutional Neural Networks for Enhanced Capture of Breast Parenchymal Complexity Patterns Associated with Breast Cancer Risk

Aimilia Gastounioti, Andrew Oustimov, M. Ani Hsieh et al. · Academic Radiology · 2018 · 37 citations · Full text

Convolutional Neural Network, Breast Cancer Risk, Machine Learning +14

Breast parenchymal patterns in processed versus raw digital mammograms: A large population study toward assessing differences in quantitative measures across image representations

Aimilia Gastounioti, Andrew Oustimov, Brad M. Keller et al. · Medical Physics · 2016 · 32 citations · Full text

Parenchymal texture analysis in digital mammography: robust texture feature identification and equivalence across devices

Brad M. Keller, Andrew Oustimov, Yan Wang et al. · Journal of Medical Imaging · 2015 · 26 citations · Full text

Parenchymal Texture Analysis, Engineering, Biometrics +19