Fragmented QRS as a predictor of cardiac events in patients with cardiac sarcoidosis.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of cardiology"
DOI: 10.1016/j.jjcc.2021.10.022
Abstract: BACKGROUND Multiple spikes within the QRS complex, known as fragmented QRS (fQRS), are associated with the occurrences of ventricular arrhythmic events (VAEs) in patients with Brugada syndrome and hypertrophic cardiomyopathy. However, the association between fQRS… read more here.
Keywords: cardiac events; patients cardiac; vaes; fragmented qrs ... See more keywords
Learning Hierarchical Variational Autoencoders with Mutual Information Maximization for Autoregressive Sequence Modeling.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2022.3160509
Abstract: Variational autoencoders (VAEs) are a class of effective deep generative models, with the objective to approximate the true, but unknown data distribution. VAEs make use of latent variables to capture high-level semantics so as to… read more here.
Keywords: mutual information; variational autoencoders; sequence; posterior collapse ... See more keywords