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Ke Xiao
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Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences
JA Fries, P Varma, VS Chen, K Xiao, H Tejeda, P Saha, J Dunnmon, ...
Nature communications 10 (1), 3111, 2019
1262019
Multi-resolution weak supervision for sequential data
P Varma, F Sala, S Sagawa, J Fries, D Fu, S Khattar, A Ramamoorthy, ...
Advances in Neural Information Processing Systems 32, 2019
372019
High heritability of ascending aortic diameter and trans-ancestry prediction of thoracic aortic disease
C Tcheandjieu, K Xiao, H Tejeda, JA Lynch, S Ruotsalainen, T Bellomo, ...
Nature Genetics 54 (6), 772-782, 2022
292022
Cardiac imaging of aortic valve area from 34 287 UK Biobank participants reveals novel genetic associations and shared genetic comorbidity with multiple disease phenotypes
A Córdova-Palomera, C Tcheandjieu, JA Fries, P Varma, VS Chen, ...
Circulation: Genomic and Precision Medicine 13 (6), e003014, 2020
202020
Computational estimates of annular diameter reveal genetic determinants of mitral valve function and disease
M Yu, C Tcheandjieu, A Georges, K Xiao, H Tejeda, C Dina, ...
JCI insight 7 (3), 2022
112022
High heritability of ascending aortic diameter and multi-ethnic prediction of thoracic aortic disease
C Tcheandjieu, K Xiao, H Tejeda, JA Lynch, S Ruotsalainen, T Bellomo, ...
MedRXiV, 2020.05. 29.20102335, 2020
92020
Computational estimates of mitral annular diameter in systole and diastole cardiac cycle reveal novel genetic determinants of valve function and disease
M Yu, C Tcheandjieu, A Georges, K Xiao, H Tejeda, C Dina, ...
medRxiv, 2020.12. 02.20242206, 2020
32020
Genetic Determinants of the Interventricular Septum Are Linked to Ventricular Septal Defects and Hypertrophic Cardiomyopathy
M Yu, AR Harper, M Aguirre, M Pittman, C Tcheandjieu, D Amgalan, ...
Circulation: Genomic and Precision Medicine 16 (3), 207-215, 2023
22023
Cardiac imaging of aortic valve area from 26,142 UK Biobank participants reveal novel genetic associations and shared genetic comorbidity with multiple disease phenotypes
A Córdova-Palomera, C Tcheandjieu, J Fries, P Varma, VS Chen, ...
medRxiv, 2020.04. 09.20060012, 2020
22020
Machine Learning for Automated Mitral Regurgitation Detection from Cardiac Imaging
K Xiao, E Learned-Miller, E Kalogerakis, J Priest, M Fiterau
International Conference on Medical Image Computing and Computer-Assisted …, 2023
2023
Computational prediction of chromatin interaction frequency helps prioritize structural variants
M Yu, M Pittman, CG Dulguun, A Goel, M Farrall, K Xiao, J Engreitz, ...
Computational approaches identify novel risk loci and interactions in heart …, 2023
2023
Genetic determinants of interventricular septal anatomy and the risk of ventricular septal defects and hypertrophic cardiomyopathy
M Yu, AR Harper, M Aguirre, M Pittman, C Tcheandjieu, D Amgalan, ...
medRxiv, 2021.04. 19.21255650, 2021
2021
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