Characteristics and outcomes associated with sarcomere mutations in patients with hypertrophic cardiomyopathy: A systematic review and meta-analysis
Z Huang, K Lin, J Huang, Y Chen, H Liu… - International Journal of …, 2024 - Elsevier
Background Hypertrophic cardiomyopathy (HCM) is an inherited heart disease that can lead
to sudden cardiac death. Impact of genetic testing for the prognosis and treatment of patients …
to sudden cardiac death. Impact of genetic testing for the prognosis and treatment of patients …
Genetic and phenotypic architecture of human myocardial trabeculation
Cardiac trabeculae form a network of muscular strands that line the inner surfaces of the
heart. Their development depends on multiscale morphogenetic processes and, while …
heart. Their development depends on multiscale morphogenetic processes and, while …
LAVASET: Latent Variable Stochastic Ensemble of Trees. An ensemble method for correlated datasets with spatial, spectral, and temporal dependencies
M Kasapi, K Xu, TMD Ebbels, DP O'Regan… - …, 2024 - academic.oup.com
Abstract Motivation Random forests (RFs) can deal with a large number of variables,
achieve reasonable prediction scores, and yield highly interpretable feature importance …
achieve reasonable prediction scores, and yield highly interpretable feature importance …
LAVASET: Latent Variable Stochastic Ensemble of Trees. A novel ensemble method for correlated datasets.
Motivation: Random Forests (RFs) can deal with a large number of variables, achieve
reasonable prediction scores, and yield highly interpretable feature importance values. As …
reasonable prediction scores, and yield highly interpretable feature importance values. As …
[PDF][PDF] Integrating Multi-Domain Electronic Health Data, Machine Learning, and Automated Cardiac Phenomics for Personalized Cardiovascular Care
S Dykstra - 2024 - prism.ucalgary.ca
This thesis aims to address core challenges surrounding the integration of multi-domain
cardiovascular data, inclusive of patient reported health, electronic health information, and …
cardiovascular data, inclusive of patient reported health, electronic health information, and …