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 | 133 | 2019 |
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 | 40 | 2019 |
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 | 33 | 2022 |
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 | 23 | 2020 |
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 | 12 | 2022 |
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 | 9 | 2020 |
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 | 3 | 2023 |
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 | 3 | 2020 |
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 | 3 | 2020 |
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 |