Neural networks have traditionally operated as static models with fixed structures and parameters once trained, a limitation that hinders their adaptability to new or unforeseen scenarios. Deploying these models in varied environments often requires designing and teaching new configurations, a resource-intensive process. While flexible models and network pruning have been explored to address these challenges,… →
Google has introduced a ‘memory’ feature for its Gemini Advanced chatbot, enabling it to remember user preferences and interests for a more personalized interaction experience. This feature is available exclusively to Google One AI Premium Plan subscribers, and it is part of Google’s effort to make its AI tools more responsive and user-centric. Personalized Interactions… →
CONCLUSIONS: In a large randomized cohort of patients with an S-ICD or TV-ICD, no difference in overall quality of life was observed. However, implantable cardioverter-defibrillator shocks resulted in a reduction in quality of life, regardless of the device type or appropriateness. →
AI-driven solutions are advancing rapidly, yet managing multiple AI agents and ensuring coherent interactions between them remains challenging. Whether for chatbots, voice assistants, or other AI systems, tracking context across multiple agents, routing large language model (LLM) queries, and integrating new agents into existing infrastructures present persistent difficulties. Moreover, many solutions lack the flexibility to… →
The machine learning community faces a significant challenge in audio and music applications: the lack of a diverse, open, and large-scale dataset that researchers can freely access for developing foundation models. Despite advances in image and text-based AI research, the audio domain lags due to the absence of comprehensive datasets comparable to those available for… →
Natural Language to SQL (NL2SQL) technology has emerged as a transformative aspect of natural language processing (NLP), enabling users to convert human language queries into Structured Query Language (SQL) statements. This development has made it easier for individuals who need more technical expertise to interact with complex databases and retrieve valuable insights. By bridging the… →
CONCLUSIONS: Treatment with T4O wipes for two months significantly reduces Demodex mite counts, although there is a notable risk of mite rebound when treatment is ceased. Combining T4O wipes and eyelid deep cleaning offers a more effective reduction in Demodex mite counts and improvement in ocular symptoms compared to T4O treatment alone. →
CONCLUSION: The fESWT has shown promising therapeutic effects in the treatment of cervical spondylosis. It effectively reduces patient pain, improves cervical function, and enhances the quality of life, making it worthy of clinical promotion and application. →
Background It is unclear whether artificial intelligence (AI) explanations help or hurt radiologists and other physicians in AI-assisted radiologic diagnostic decision-making. Purpose To test whether the type of AI explanation and the correctness and confidence level of AI advice impact physician diagnostic performance, perception of AI advice usefulness, and trust in AI advice for chest… →
CONCLUSIONS: In this reanalysis of the NordICC data, no evidence of improvement in survival outcomes for participants invited to undergo colonoscopy compared to usual care was identified, even when assuming that all invited participants did undergo colonoscopy. Thus, our results do not support the use of colonoscopy as a population-wide screening test as a mean… →