Racial Bias in Medical Care Decision-Making Tools

Algorithms in clinical decision tools have been making it harder for certain racial and socioeconomic groups to receive the healthcare they deserve.
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 ...
Frontiers

Enhancing patient care in BPPV-related residual dizziness: introducing the CLEAR algorithm to support BPPV-RD recognition and follow-up strategies

Benign paroxysmal positional vertigo (BPPV)-related residual dizziness (RD), a type of dizziness following successful treatment of BPPV, has been increasingly recognized, with a reported prevalence ...
IEEE

Enhanced Ransomware Detection Using Gradient Boosting Algorithms: A Cybersecurity Dataset Approach

Abstract: Within the constantly changing field of cyber security, ransomware attacks represent a serious risk to individuals and enterprises. Mitigating the harmful impacts of these attacks requires ...
IEEE

An innovative multi-factor prediction algorithm construction and importance analysis model based on GBDT-LightGBM

Abstract: With the rapid development of machine learning and artificial intelligence, the research of prediction models is becoming more and more popular. This paper aims to propose a general ...