Meng-Kang Hsieh

发表

Deformable image registration as a tool to improve survival prediction after neoadjuvant chemotherapy for breast cancer: results from the ACRIN 6657/I-SPY-1 trial

Christos Davatzikos, Despina Kontos, Susan P. Weinstein, 2018, Medical Imaging.

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.

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.

Associations between mammographic phenotypes and histopathologic features in ductal carcinoma in situ

Emily F. Conant, Aimilia Gastounioti, Despina Kontos, 2019, Medical Imaging.

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.

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

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

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.

Volumetric versus area-based density assessment: comparisons using automated quantitative measurements from a large screening cohort

Emily F. Conant, Aimilia Gastounioti, Despina Kontos, 2018, Medical Imaging.

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.

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.

Three-dimensional whole breast segmentation in sagittal MR images with dense depth field modeling and localized self-adaptation

Dong Wei, Mitchell D. Schnall, Despina Kontos, 2017, Medical Imaging.

Correlative hierarchical clustering-based low-rank dimensionality reduction of radiomics-driven phenotype in non-small cell lung cancer

Bardia Yousefi, Despina Kontos, Nariman Jahani, 2019, Medical Imaging.

Robust radiomic feature selection in digital mammography: understanding the effect of imaging acquisition physics using phantom and clinical data analysis

Andrew D. A. Maidment, Emily F. Conant, Karla Kerlikowske, 2020, 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.

Parenchymal texture measures weighted by breast anatomy: preliminary optimization in a case-control study

Emily F. Conant, Aimilia Gastounioti, Despina Kontos, 2016, SPIE Medical Imaging.

Mammographic phenotypes of breast cancer risk driven by breast anatomy

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

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.

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.