Open Heart

Prognostic value of baseline and longitudinal changes in exercise capacity and quality of life in the HF-Wii Swedish population

This study aimed to explore whether baseline values and 12-month change in the 6-Minute Walk Distance (6MWD) and the physical ...
BMJ Global Health

Clustering of countries based on national essential medicines lists: cross-sectional study

Introduction National essential medicines lists (NEMLs) guide medicine selection and procurement and are key tools for ...
IEEE

Probabilistic Learning of Multivariate Time Series With Temporal Irregularity

Abstract: Probabilistic forecasting of multivariate time series is essential for various downstream tasks. Most existing approaches rely on the sequences being uniformly spaced and aligned across all ...
IEEE

Transformers for Multivariate Time Series Forecasting: Comprehensive Analysis, Challenges, Research Opportunities, and Future Prospects

Abstract: Multivariate time series (MTS) forecasting appears in many applied settings, ranging from finance and healthcare to energy systems, climate analysis, and IoT-based platforms. In these fields ...