Open Heart

Impact of socioeconomic deprivation on early and long-term outcomes after major aortic surgery: insights from a 20-year single-centre cohort

Background Socioeconomic deprivation has been associated with adverse outcomes after aortic surgery, although evidence ...
Thorax

Performance of multivariable risk prediction algorithms in predicting COPD exacerbations: a population-based study

Introduction Efficient preventive management of acute exacerbation of chronic obstructive pulmonary disease (COPD) is ...
IEEE

Multivariate Time Series Forecasting Using Multiscale Recurrent Networks With Scale Attention and Cross-Scale Guidance

Abstract: Multivariate time series (MTS) forecasting is considered as a challenging task due to complex and nonlinear interdependencies between time steps and series. With the advance of deep learning ...
IEEE

Coupled Attention Networks for Multivariate Time Series Anomaly Detection

Abstract: Multivariate time series anomaly detection (MTAD) plays a vital role in a wide variety of real-world application domains. Over the past few years, MTAD has attracted rapidly increasing ...