BACKGROUND AND OBJECTIVES: Early treatment of multiple sclerosis (MS) reduces disease activity and the risk of long-term disease progression. Effectiveness of ocrelizumab is established in relapsing MS (RMS); however, data in early RMS are lacking. We evaluated the 4-year effectiveness and safety of ocrelizumab as a first-line therapy in treatment-naive patients with recently diagnosed relapsing-remitting… →
Hugging Face is launching a free and open course on machine learning to make artificial intelligence (AI) more accessible to everyone. The Smöl Course (“Small” Course) guides learners through building, training, and fine-tuning machine learning models. It is based on the SmolLM2 series of models and incorporates insights from the course materials available on GitHub,… →
The advancement of AI and machine learning has introduced new capabilities for businesses across industries. From text generation to video synthesis, modern AI models are transforming how organizations operate and innovate. However, large-scale foundation models like GPT-4 and Llama present challenges in achieving advanced intelligence at an accessible cost. Many companies face high computational expenses… →
Supporting the health and well-being of diverse global populations necessitates a nuanced understanding of the complex relationships between human behavior and local environments. This requires identifying vulnerable populations and optimizing resource allocation for maximum impact. Traditional methods often rely on manually curated features and task-specific models, making them rigid and challenging to adapt to new… →
Reasoning is critical in problem-solving, allowing humans to make decisions and derive solutions. Two primary types of reasoning are used in problem-solving: forward reasoning and backward reasoning. Forward reasoning involves working from a given question towards a solution, using incremental steps. In contrast, backward reasoning starts with a potential solution and traces back to the… →
CONCLUSIONS: The findings showed that, on the fifth day of catheterization, silicone indwelling catheters significantly reduced the rate of bacterial colonization when compared to latex indwelling catheters. →
CONCLUSIONS: Comparison of glass ionomer cement and dentin bonding agent revealed a significant difference in pain scores immediately after application. However, at 1- week and 6-weeks follow-ups, there was no significant difference between the two groups, as most patients reported only mild pain. →
Compute Express Link (CXL) emerges as an innovative technological solution addressing critical memory wall challenges in modern computing infrastructures. The interconnect technology presents a comprehensive approach to overcoming existing memory architecture limitations, offering high bandwidth density and a standardized interface for memory expansion and pooling. CXL’s innovative design has attracted substantial attention from both industrial… →
Recent advances in natural language processing (NLP), led by large-scale pre-trained models such as GPT-3 and BERT, have transformed text generation and sentiment analysis tasks. These models’ ability to adapt to various applications with less data has contributed to their popularity in sensitive industries such as healthcare and finance. However, implementing these models creates significant… →