Abstract: Class imbalance is a persistent challenge in machine learning, particularly in high-stakes applications such as medical diagnostics, bioinformatics, and fraud detection, where the minority ...

It's a simple word that has developed a sinister connotation: algorithm. For many of us, algorithms help determine what we watch, read and listen to — in the process, confirming our tastes and biases, ...

It feels like there’s no escaping AI right now, whether you’re trying to type a sentence without being interrupted by a digital “assistant” or struggling to find a new refrigerator that doesn’t ...

Abstract: Cardiovascular diseases (CVDs) are among the leading causes of mortality. Traditional diagnostic methods require hospital visits and professional medical personnel, but the timely detection ...

Multimodal Machine Learning for Early Prediction of Metastasis in a Swedish Multicancer Cohort The growing volume of biomedical literature, especially in oncology, necessitates automated tools for ...

Modern society has become infinitely connected whilst growing increasingly uncomfortable with actual human interaction. We speak constantly, broadcast endlessly, and yet many of the institutions that ...