IEEE

Multitask Collaborative Learning Neural Network for Radio Signal Classification

Abstract: Automatic modulation classification (AMC) plays an increasingly crucial role in intelligent spectrum management and dynamic spectrum access, which can effectively support the reallocation of ...
GitHub

HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieval Results in RAG Systems

We propose HtmlRAG, which uses HTML instead of plain text as the format of external knowledge in RAG systems. To tackle the long context brought by HTML, we propose Lossless HTML Cleaning and Two-Step ...
IEEE

BGNN-TC: BERT GNN Based Text Classification Algorithm

Abstract: The traditional Text-Level-GNN effectively captures the structural information of texts but fails to fully extract the semantic information of words during text-level composition. To address ...
Heart

Anaemia and blood transfusion in cardiac surgery with infective endocarditis

Background Up to half of patients with infective endocarditis (IE) require cardiac surgery. Although anaemia is common, its precise prevalence, transfusion practices and impact on outcomes in ...
BMJ Open

The Effect of Multimorbidity and Anticoagulation Use in Patients with Atrial Fibrillation on The One-Year Outcome: Analysis from Jordan Atrial Fibrillation (JoFIB) Study – A ...

Objective Patients with atrial fibrillation (AF) frequently have multiple comorbidities that increase the risk of hospitalisation and contribute to higher mortality. However, studies examining the ...