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ML/AI Tools to Advance Genomic Translational Research (MAGen) - Development Sites (UG3/UH3 Clinical Trials Not Allowed)
NHGRI aims to setup a research Consortium, ML/AI Tools to Advance Genomic Translational Research (MAGen), to collaboratively explore the feasibility of developing Machine Learning (ML) and Artificial Intelligence (AI) tools that can enhance the accuracy and precision of predicting how individuals with
pathogenic genetic variants manifest disease.
The primary goal is to identify both genomic and non-genomic factors influencing disease development in individuals carrying pathogenic genetic variants.
The ML/AI tools will leverage existing multimodal genomic and non-genomic data and will be cross validated in genomic translational research settings to ensure the accuracy and generalizability of the tools for translational purposes.
In addition, the Consortium will explore the ethical, legal, and social implications (ELSI) of integrating ML/AI tools into genomic medicine through the establishment of an ELSI Framework for their development, and through implementation of ELSI research projects.
The primary goal is to identify both genomic and non-genomic factors influencing disease development in individuals carrying pathogenic genetic variants.
The ML/AI tools will leverage existing multimodal genomic and non-genomic data and will be cross validated in genomic translational research settings to ensure the accuracy and generalizability of the tools for translational purposes.
In addition, the Consortium will explore the ethical, legal, and social implications (ELSI) of integrating ML/AI tools into genomic medicine through the establishment of an ELSI Framework for their development, and through implementation of ELSI research projects.
Related ProgramsDepartment of Health and Human Services
Department of Health and Human Services
Department of Health and Human Services
Agency: Department of Health and Human Services
Office: National Institutes of Health
Estimated Funding: $1,800,000
Office: National Institutes of Health
Estimated Funding: $1,800,000
Who's Eligible
Relevant Nonprofit Program Categories
Obtain Full Opportunity Text:
https://grants.nih.gov/grants/guide/rfa-files/RFA-HG-24-004.html
Additional Information of Eligibility:
Other Eligible Applicants include the following: Alaska Native and Native Hawaiian Serving Institutions; Asian American Native American Pacific Islander Serving Institutions (AANAPISISs); Eligible Agencies of the Federal Government; Faith-based or Community-based Organizations; Hispanic-serving Institutions; Historically Black Colleges and Universities (HBCUs); Indian/Native American Tribal Governments (Other than Federally Recognized); Non-domestic (non-U.S.) Entities (Foreign Organizations); Regional Organizations; Tribally Controlled Colleges and Universities (TCCUs) ; U. S. Territory or Possession; Non-domestic (non-U.S.) Entities (Foreign Organizations) are not eligible to apply.
Non-domestic (non-U.S.) components of U. S. Organizations are not eligible to apply.
Foreign components, as defined in the NIH Grants Policy Statement, are allowed.
Full Opportunity Web Address:
http://grants.nih.gov/grants/guide/rfa-files/RFA-HG-24-004.html
Contact:
Agency Email Description:
See Section VII. Agency Contacts within the full opportunity announcement for all other inquires.
Agency Email:
Date Posted:
2024-05-10
Application Due Date:
Archive Date:
2024-09-02
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