M. Hsieh

发表

Prediction of Treatment Response to Neoadjuvant Chemotherapy for Breast Cancer via Early Changes in Tumor Heterogeneity Captured by DCE-MRI Registration

Eric A. Cohen, D. Kontos, N. Hylton, 2019, Scientific Reports.

Deformable registration for quantifying longitudinal tumor changes during neoadjuvant chemotherapy

E. Conant, D. Kontos, C. Davatzikos, 2015, Magnetic resonance in medicine.

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

C. Vachon, E. Conant, D. Kontos, 2019, Radiology.

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

Aimilia Gastounioti, Despina Kontos, Meng-Kang Hsieh, 2016, Medical physics.

Heterogeneity of structural and functional imaging patterns of advanced brain aging revealed via machine learning methods

Christos Davatzikos, Mohamad Habes, Susan M. Resnick, 2018, Neurobiology of Aging.

Brain and White Matter Hyperintensity Volumes After 10 Years of Random Assignment to Lifestyle Intervention

T. Wadden, C. Davatzikos, R. Bryan, 2016, Diabetes Care.

Incorporating Breast Anatomy in Computational Phenotyping of Mammographic Parenchymal Patterns for Breast Cancer Risk Estimation

Eric A. Cohen, E. Conant, D. Kontos, 2018, Scientific Reports.

18F-Flortaucipir PET/MRI Correlations in Nonamnestic and Amnestic Variants of Alzheimer Disease

J. Phillips, M. Grossman, Y. Sheline, 2017, The Journal of Nuclear Medicine.

Measurement challenge: protocol for international case–control comparison of mammographic measures that predict breast cancer risk

M. Nielsen, D. Kontos, C. Nickson, 2019, BMJ Open.

Effect of Intensive vs Standard Blood Pressure Control on Probable Dementia: A Randomized Clinical Trial

J. Williamson, P. Whelton, Joni K. Snyder, 2019, JAMA.

White matter microstructure, white matter lesions, and hypertension: An examination of early surrogate markers of vascular-related brain change in midlife

Thaddeus J. Haight, M. D’Esposito, C. Lewis, 2018, NeuroImage: Clinical.

Three-Dimensional Whole Breast Segmentation in Sagittal and Axial Breast MRI With Dense Depth Field Modeling and Localized Self-Adaptation for Chest-Wall Line Detection

Dong Wei, Despina Kontos, Meng-Kang Hsieh, 2019, IEEE Transactions on Biomedical Engineering.

Racial Differences in Quantitative Measures of Area and Volumetric Breast Density.

Anne Marie McCarthy, Emily F. Conant, Despina Kontos, 2016, Journal of the National Cancer Institute.

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

Aimilia Gastounioti, Despina Kontos, Meng-Kang Hsieh, 2018, Academic radiology.

Validation of the textural realism of a 3D anthropomorphic phantom for digital breast tomosynthesis

Yifan Hu, Andrew D. A. Maidment, Jinbo Chen, 2018, Other Conferences.

Convolutional neural network approach for enhanced capture of breast parenchymal complexity patterns associated with breast cancer risk

Emily F. Conant, Aimilia Gastounioti, Despina Kontos, 2017, Medical Imaging.

Fully Automatic Quantification of Fibroglandular Tissue and Background Parenchymal Enhancement with Accurate Implementation for Axial and Sagittal Breast MRI Protocols.

Despina Kontos, Lauren Pantalone, Eric Cohen, 2020, Medical physics.

Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging

Christos Davatzikos, Susan M. Resnick, Harini Eavani, 2016, NeuroImage.

Incorporating Robustness to Imaging Physics into Radiomic Feature Selection for Breast Cancer Risk Estimation

Andrew D. A. Maidment, Eric A. Cohen, C. Vachon, 2021, Cancers.

Calculation of radiomic features to validate the textural realism of physical anthropomorphic phantoms for digital mammography

Andrew D. A. Maidment, Predrag R. Bakic, Bruno Barufaldi, 2020, Other Conferences.

Incorporating Breast Anatomy in Computational Phenotyping of Mammographic Parenchymal Patterns for Breast Cancer Risk Estimation

Eric A. Cohen, E. Conant, D. Kontos, 2018, Scientific Reports.

Influence of vitamin D (Vit D) on mammographic density (MD) and insulin like growth factor 1 (IGF1): Results of CALGB (Alliance) 70806.

D. Kontos, Sin-Ho Jung, J. Garber, 2018 .

White Matter Lesion Penumbra Shows Abnormalities on Structural and Physiologic MRIs in the Coronary Artery Risk Development in Young Adults Cohort

C. Davatzikos, D. Jacobs, J. Detre, 2019, American Journal of Neuroradiology.

Automatic segmentation of fibroglandular tissue in breast MRI using anatomy-driven three-dimensional spatial context

Despina Kontos, Lauren Pantalone, Meng-Kang Hsieh, 2018, Medical Imaging.