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Mashup Score: 7AI-powered patching: the future of automated vulnerability fixes - 4 month(s) ago
As AI continues to advance at rapid speed, so has its ability to unearth hidden security vulnerabilities in all types of software. Every bug uncovered is an opportunity to patch and strengthen code—but as detection continues to improve, we need to be prepared with new automated solutions that bolster our ability to fix those bugs. That’s why our Secure AI Framework (SAIF) includes a fundamental pillar addressing the need to “automate defenses to keep pace with new and existing threats.” This paper shares
Source: research.googleCategories: General Medicine News, General HCPsTweet
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Mashup Score: 4A step towards making heart health screening accessible for billions with PPG signals - 5 month(s) ago
We describe an approach for using photoplethysmograph (PPG) data for potential use in early detection of cardiovascular disease risk and release tooling that enables the collection of PPG signals using smartphones. Heart attack, stroke and other cardiovascular diseases remain the leading cause of death worldwide, claiming millions of lives each year. Yet, essential heart health screenings remain inaccessible for billions of people across the globe. Gaining access to health facilities and laboratories can
Source: research.googleCategories: General Medicine News, CardiologistsTweet
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Mashup Score: 2FireBench: Using high-performance computing to advance machine learning and wildfire research - 5 month(s) ago
FireBench is a simulation dataset designed to advance wildfire research by simulating controlled fire spread scenarios, which are crucial for enabling better decision-making for fire authorities. The severity and frequency of large wildfires has increased significantly over recent years due to factors ranging from climate and weather pattern changes to increased human activities in wildland-urban interfaces. While wildfires play an important role in some forest’s natural cycle, extreme fires pose serious
Source: research.googleCategories: General Medicine News, General HCPsTweet
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Mashup Score: 0Model Explorer: Graph visualization for large model development - 6 month(s) ago
Model Explorer is a powerful graph visualization tool that helps one understand, debug, and optimize ML models. It specializes in visualizing large graphs in an intuitive, hierarchical format, but works well for smaller models as well. Graph visualization plays a pivotal role in the machine learning (ML) development process. Visual representations of models help researchers and engineers debug conversion and quantization issues, identify performance bottlenecks, find patterns for optimization (e.g.,
Source: research.googleCategories: General Medicine News, Cardiologists1Tweet
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Mashup Score: 26Advancing personal health and wellness insights with AI - 6 month(s) ago
Our research introduces a novel large language model that aims to understand and reason about personal health questions and data. To systematically evaluate our model, we curate a set of three benchmark datasets that test expert domain knowledge, alignment with patient reported outcomes, and the ability to produce human qualit y recommendations. Mobile and wearable devices can provide continuous, granular, and longitudinal data on an individual’s physiological state and behaviors. Examples include step
Source: research.googleCategories: General Medicine News, General HCPsTweet
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Mashup Score: 25Advancing personal health and wellness insights with AI - 6 month(s) ago
Our research introduces a novel large language model that aims to understand and reason about personal health questions and data. To systematically evaluate our model, we curate a set of three benchmark datasets that test expert domain knowledge, alignment with patient reported outcomes, and the ability to produce human qualit y recommendations. Mobile and wearable devices can provide continuous, granular, and longitudinal data on an individual’s physiological state and behaviors. Examples include step
Source: research.googleCategories: General Medicine News, General HCPsTweet
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Mashup Score: 33Advancing medical AI with Med-Gemini - 7 month(s) ago
An introduction to Med-Gemini, a family of Gemini models fine-tuned for multimodal medical domain applications. For AI models to perform well on diverse medical tasks and to meaningfully assist in clinician, researcher and patient workflows (like generating radiology reports or summarizing health information), they often require advanced reasoning and the ability to utilize specialized, up-to-date medical knowledge. In addition, strong performance requires models to move beyond short passages of text to
Source: research.googleCategories: General Medicine News, General HCPsTweet
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Mashup Score: 1
, Association for Computing Machinery (ACM) (2023) (to appear) We maintain a portfolio of research projects, providing individuals and teams the freedom to emphasize specific types of
Source: research.googleCategories: General Medicine News, General HCPsTweet
AI-powered patching: the future of automated vulnerability fixes Jan Keller Jan Nowakowski Google Security Engineering Technical Report(2024) https://t.co/mnw9pvm2la #infosec #cyberattacks #CSO #CISO #BHUSA #cybercrime