The Bridge2AI Program
Routinely collected biomedical and behavioral datasets are often incomplete, lacking important contextual information about the type of data, the conditions of collection, and so on. Without this information, AI technologies cannot accurately analyze and interpret the data. Moreover, they may also incorporate biases or inequalities unless careful attention is paid to the social and ethical contexts in which the data is collected. In order to harness the power of AI for biomedical discovery and accelerate its use, scientists first need well-described and ethically created datasets, standards, and best practices to generate biomedical and behavioral data ready for AI analyses. The Bridge2AI program will combine technology and biomedical experts with social scientists and humanists who will help provide solutions to these problems. In particular, it will:- Generate new flagship biomedical and behavioral data sets that are ethically sourced, reliable, well-defined, and accessible;
- Develop software and standards to unify data attributes across multiple data sources and across different data types;
- Create automated tools to accelerate the generation of FAIR (easy to find, accessible, interoperable, and reusable) ethically sourced data sets;
- Provide resources to disseminate data, ethical principles, tools, and best practices;
- Create training materials and workforce development activities that connect the AI, biomedical and behavioral research communities.
"Generating high-quality datasets from ethical sources is critical to enabling next-generation AI technologies that are transforming the way we do research. Solutions to long-standing human health challenges are at hand, and now is the time to connect researchers and AI technologies to address our toughest research questions and ultimately help improve human health."The Bridge2AI program is committed to fostering research teams that are highly diverse in terms of perspectives, backgrounds, academic and technical disciplines. Diversity is fundamental to the ethical generation of datasets and to the formation of future AI technologies to reduce bias and improve efficiency for all populations, including those underrepresented in biomedical and behavioral research. Translated from Le NIH lance le programme Bridge2AI afin de relever les défis de la recherche biomédicale et comportementale
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