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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
1382019
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
432022
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
412019
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
232020
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
132022
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
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
52023
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
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
32020
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
12023
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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