List of works - Meng-Kang Hsieh

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

scientific article published on 29 March 2016

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

scientific article published on November 2016

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

scientific article

Deformable registration for quantifying longitudinal tumor changes during neoadjuvant chemotherapy

scientific article

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

scholarly article published 12 February 2019 in Journal of the American Medical Association

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

scientific article published on 05 November 2020

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

scholarly article by Harini Eavani et al published November 2018 in Neurobiology of Aging

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

scientific article published in Scientific Reports

MAPPING THE HETEROGENEITY OF NEUROANATOMY AND FUNCTIONAL CONNECTIVITY DEVIATION FROM TYPICAL BRAIN AGING: A PATTERN ANALYSIS AND MACHINE LEARNING STUDY

scholarly article by Harini Eavani et al published July 2017 in Alzheimer's and Dementia

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

scientific article published on 20 August 2019

Racial Differences in Quantitative Measures of Area and Volumetric Breast Density

scientific article

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

scientific article published on 30 October 2018

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

scientific article published on 15 October 2018

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

scientific article published on 30 January 2018

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

scientific article published on 25 July 2019

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

scientific article published on 3 March 2018

List of works by Meng-Kang Hsieh

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

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

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

Deformable registration for quantifying longitudinal tumor changes during neoadjuvant chemotherapy

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

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

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

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

MAPPING THE HETEROGENEITY OF NEUROANATOMY AND FUNCTIONAL CONNECTIVITY DEVIATION FROM TYPICAL BRAIN AGING: A PATTERN ANALYSIS AND MACHINE LEARNING STUDY

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

Racial Differences in Quantitative Measures of Area and Volumetric Breast Density

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

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

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

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

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