Frontiers

Multimodal Graph Neural Networks in Healthcare: A Review of Fusion Strategies Across Biomedical Domains

1 Harrisburg University of Science and Technology, Harrisburg, United States 2 University of Massachusetts Chan Medical School, Worcester, United States The final, formatted version of the article ...
IEEE

Knowledge Graph-Driven Approach in Aspect-Based Sentiment Analysis: Exploring the Impact of Embedding Techniques

Abstract: Despite the high performance of the existing embedding approaches for Aspect-Based Sentiment Analysis (ABSA), such as Word2Vec and GloVe, they still have several limitations, mainly in ...
IEEE

Continuous GNN-Based Anomaly Detection on Edge Using Efficient Adaptive Knowledge Graph Learning

Abstract: The increasing demand for robust security solutions across various industries has made Video Anomaly Detection (VAD) a critical task in applications such as intelligent surveillance, ...
Open Heart

Machine learning-based cardiovascular risk calculator for non-cardiac surgery

Background Annually, 4% of the global population undergoes non-cardiac surgery, with 30% of those patients having at least ...