Leveraging generative AI to accelerate public health genomics data standardization | Amazon Web Services
Transforming fragmented public health data into standardized formats is a growing challenge. This blog post from AWS illustrates how generative AI is helping accelerate that process, particularly for genomics data used in public health. Read the blog for insights on how AI is improving data access and streamlining analysis, and reach out to Integral & Open Systems,Inc to explore AI strategies for your agency's evolving data needs.
What is the AI Genomic Schema Harmonizer?
The AI Genomic Schema Harmonizer is a generative AI-powered application designed to help laboratories prepare genomic data for submission to public repositories. It streamlines the standardization process by automatically aligning diverse laboratory terminologies with standardized formats, significantly reducing the time and effort required for data preparation.
How much time can laboratories save using this application?
Laboratories can save approximately 2 to 4 hours per week per data submission by using the AI Genomic Schema Harmonizer. This translates to over 400 hours annually per laboratory that can be redirected towards critical analysis and response activities.
What are the implications for data accuracy?
The application enhances data accuracy by eliminating typographical errors that often occur during manual data preparation. By automating the alignment of terms with standardized definitions, it reduces the risk of submission rejections or corrections, thereby facilitating quicker and more compliant submissions.
Leveraging generative AI to accelerate public health genomics data standardization | Amazon Web Services
published by Integral & Open Systems,Inc
Integral & Open Systems is on a mission to empower enterprises to take control of their technological destiny. Founded in 2009, we've been at the forefront of delivering holistic technology strategies that encompass cloud services, cloud migration, data engineering, and Generative AI infrastructure.
Our generative AI platform is designed to democratize artificial intelligence, making it fast, cost-effective, and easy for organizations to train and deploy today's most advanced machine learning models. Developed by our in-house research and engineering teams, who are committed to integrating cutting-edge scientific research, our products aim to revolutionize how businesses approach AI.
We are also specialists in cloud services and migration. Our tailored solutions help organizations transition seamlessly to the cloud, ensuring scalability, reliability, and security. We further extend our expertise into data engineering, ensuring your data is not just big, but also smart and actionable.
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