Michael Meng-Kang Hsieh
Michael Meng-Kang Hsieh
AI/ML Solutions Architect at Amazon Web Services
Verified email at
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Effect of intensive vs standard blood pressure control on probable dementia: a randomized clinical trial
JD Williamson, NM Pajewski, AP Auchus, RN Bryan, G Chelune, ...
Jama 321 (6), 553-561, 2019
WHIMS-MRI Study Group Influence of type 2 diabetes on brain volumes and changes in brain volumes: results from the Women’s Health Initiative Magnetic Resonance Imaging studies
MA Espeland, RN Bryan, JS Goveas, JG Robinson, MS Siddiqui, S Liu, ...
Diabetes Care 36 (1), 90-97, 2013
Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome
C Davatzikos, S Rathore, S Bakas, S Pati, M Bergman, R Kalarot, ...
Journal of medical imaging 5 (1), 011018-011018, 2018
Heterogeneity of structural and functional imaging patterns of advanced brain aging revealed via machine learning methods
H Eavani, M Habes, TD Satterthwaite, Y An, MK Hsieh, N Honnorat, ...
Neurobiology of aging 71, 41-50, 2018
Racial differences in quantitative measures of area and volumetric breast density
AM McCarthy, BM Keller, LM Pantalone, MK Hsieh, M Synnestvedt, ...
Journal of the National Cancer Institute 108 (10), djw104, 2016
Radiomic phenotypes of mammographic parenchymal complexity: toward augmenting breast density in breast cancer risk assessment
D Kontos, SJ Winham, A Oustimov, L Pantalone, MK Hsieh, A Gastounioti, ...
Radiology 290 (1), 41-49, 2019
18F-Flortaucipir PET/MRI correlations in nonamnestic and amnestic variants of Alzheimer disease
IM Nasrallah, YJ Chen, MK Hsieh, JS Phillips, K Ternes, GE Stockbower, ...
Journal of Nuclear Medicine 59 (2), 299-306, 2018
Prediction of treatment response to neoadjuvant chemotherapy for breast cancer via early changes in tumor heterogeneity captured by DCE-MRI registration
N Jahani, E Cohen, MK Hsieh, SP Weinstein, L Pantalone, N Hylton, ...
Scientific reports 9 (1), 12114, 2019
Deformable registration for quantifying longitudinal tumor changes during neoadjuvant chemotherapy
Y Ou, SP Weinstein, EF Conant, S Englander, X Da, B Gaonkar, MK Hsieh, ...
Magnetic resonance in medicine 73 (6), 2343-2356, 2015
Diabetes, gray matter loss, and cognition in the setting of Parkinson disease
M Petrou, C Davatzikos, M Hsieh, BR Foerster, RL Albin, V Kotagal, ...
Academic radiology 23 (5), 577-581, 2016
Using Convolutional Neural Networks for Enhanced Capture of Breast Parenchymal Complexity Patterns Associated with Breast Cancer Risk
A Gastounioti, A Oustimov, MK Hsieh, L Pantalone, EF Conant, D Kontos
Academic radiology, 2018
White matter microstructure, white matter lesions, and hypertension: An examination of early surrogate markers of vascular-related brain change in midlife
T Haight, RN Bryan, G Erus, MK Hsieh, C Davatzikos, I Nasrallah, ...
NeuroImage: Clinical 18, 753-761, 2018
Breast parenchymal patterns in processed versus raw digital mammograms: A large population study toward assessing differences in quantitative measures across image representations
A Gastounioti, A Oustimov, BM Keller, L Pantalone, MK Hsieh, EF Conant, ...
Medical physics 43 (11), 5862-5877, 2016
Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging
H Eavani, MK Hsieh, Y An, G Erus, L Beason-Held, S Resnick, ...
Neuroimage 125, 498-514, 2016
Action for Health in Diabetes Brain Magnetic Resonance Imaging (Look AHEAD Brain) Ancillary Study Research Group. Brain and white matter hyperintensity volumes after 10 years …
MA Espeland, K Erickson, RH Neiberg, JM Jakicic, TA Wadden, RR Wing, ...
Diabetes Care 39 (5), 764-771, 2016
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
D Wei, S Weinstein, MK Hsieh, L Pantalone, D Kontos
IEEE transactions on biomedical engineering 66 (6), 1567-1579, 2018
Fully automatic quantification of fibroglandular tissue and background parenchymal enhancement with accurate implementation for axial and sagittal breast MRI protocols
D Wei, N Jahani, E Cohen, S Weinstein, MK Hsieh, L Pantalone, D Kontos
Medical physics 48 (1), 238-252, 2021
White matter lesion penumbra shows abnormalities on structural and physiologic MRIs in the coronary artery risk development in young adults cohort
IM Nasrallah, MK Hsieh, G Erus, H Battapady, S Dolui, JA Detre, ...
American Journal of Neuroradiology 40 (8), 1291-1298, 2019
Incorporating breast anatomy in computational phenotyping of mammographic parenchymal patterns for breast cancer risk estimation
A Gastounioti, MK Hsieh, E Cohen, L Pantalone, EF Conant, D Kontos
Scientific reports 8 (1), 17489, 2018
Measurement challenge: protocol for international case–control comparison of mammographic measures that predict breast cancer risk
E Dench, D Bond-Smith, E Darcey, G Lee, YK Aung, A Chan, J Cuzick, ...
BMJ open 9 (12), e031041, 2019
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