CONCLUSIONS: Implementing MMBV aided urgent care center physicians in their clinical decision-making and may have contributed to appropriate antibiotic use, better resource utilization, and patient management. →
CONCLUSIONS: The BIOS Trifocal IOL presented satisfactory effectivity in the treatment of cataract and presbyopia, providing functional vision across near, intermediate and far distances and maintaining good patient satisfaction. →
CONCLUSION: These results suggest that galcanezumab helped a majority of patients convert from chronic to episodic migraine frequency over the course of this 12-month study. →
Regression tasks, which involve predicting continuous numeric values, have traditionally relied on numeric heads such as Gaussian parameterizations or pointwise tensor projections. These traditional approaches have strong distributional assumption requirements, require a lot of labeled data, and tend to break down when modeling advanced numerical distributions. New research on large language models introduces a different… →
Transformer-based language models process text by analyzing word relationships rather than reading in order. They use attention mechanisms to focus on keywords, but handling longer text is challenging. The Softmax function, which distributes attention, weakens as the input size grows, causing attention fading. This reduces the model’s focus on important words, making it harder to… →
Neural Ordinary Differential Equations are significant in scientific modeling and time-series analysis where data changes every other moment. This neural network-inspired framework models continuous-time dynamics with a continuous transformation layer governed by differential equations, which sets them apart from vanilla neural nets. While Neural ODEs have cracked down on handling dynamic series efficiently, cost-effective gradient… →
Directed graphs are crucial in modeling complex real-world systems, from gene regulatory networks and flow networks to stochastic processes and graph metanetworks. Representing these directed graphs presents significant challenges, particularly in causal reasoning applications where understanding cause-and-effect relationships is paramount. Current methodologies face a fundamental limitation in balancing directional and distance information within the representation… →
CONCLUSIONS: Our ICBT program Mentre contributes to the improvement of SI and SD. This suggests that nonguided ICBT may be effective in preventing SI and SD from progressing to the full threshold. However, appropriate definitions of subthreshold symptoms are necessary. In particular, it is difficult to define SP, and further research that considers the specific… →
AI-powered coding agents have significantly transformed software development in 2025, offering advanced features that enhance productivity and streamline workflows. Below is an overview of some of the leading AI coding agents available today. Devin AI Designed for complex development tasks, Devin AI utilizes multi-agent parallel workflows to manage intricate projects efficiently. Its architecture supports the… →
CONCLUSIONS: UP-A appears to be more effective than MBT-A in reducing emotional dysregulation in adolescents with BPD, despite being a shorter and less intensive treatment. An important caveat is that the treatment induced changes were largely limited to the emotion dysregulation aspect of BPD; other aspects (interpersonal and identity disturbances) were largely unchanged by either… →