Pulmonology Advisor

New Model Could Predict Risk of Critical Illness in CTD-ILD

Researchers developed a new model to predict the likelihood of critical illness in patients with connective-tissue disease-associated ILD.
RMD Open

Therapist effects in real-world rehabilitation outcomes: a cohort study of the nationwide GLA:D osteoarthritis management programme in Denmark

Objective Unlike several other fields of healthcare, little is known about the size of ‘therapist effects’ on patient ...
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 ...
LinkedIn

Your First Multiple Linear Regression in R - A Complete Tutorial with Code

Read this blog to learn how to perform your first multiple linear regression in R with clear explanations and step-by-step coding examples. This tutorial simplifies statistical modeling, helping you ...
IEEE

DisenTS: Disentangled Channel Evolving Pattern Modeling for Multivariate Time Series Forecasting

Abstract: Multivariate time series forecasting plays a crucial role in various real-world applications. Significant efforts have been made to integrate advanced network architectures and training ...