Yu Hou

Early Career Tenure-track Researcher, University of Minnesota

1 active project

R21_AllofUs

Using AllofUs to develop risk prediction models includes 1. genetic feature selection on AoU whole genome sequencing data set, knowledge-based disease gene panel compiling; 2. risk modeling integrating clinical factors with genetic features. Clinical, genomic feature combination/selection. AoU model and…

Scientific Questions Being Studied

Using AllofUs to develop risk prediction models includes 1. genetic feature selection on AoU whole genome sequencing data set, knowledge-based disease gene panel compiling; 2. risk modeling integrating clinical factors with genetic features. Clinical, genomic feature combination/selection. AoU model and local data-only model comparison.

Project Purpose(s)

  • Disease Focused Research (rheumatoid arthritis)
  • Ancestry

Scientific Approaches

Genomic emphasis; Racial disparity; NLP methods

Anticipated Findings

The objective of this pilot study is to use single institution real-world electronic health record data to assess how multimodal data, especially genetic factors.

Demographic Categories of Interest

This study will not center on underrepresented populations.

Data Set Used

Controlled Tier

Research Team

Owner:

  • Yu Hou - Early Career Tenure-track Researcher, University of Minnesota
1 - 1 of 1
<
>
Request a Review of this Research Project

You can request that the All of Us Resource Access Board (RAB) review a research purpose description if you have concerns that this research project may stigmatize All of Us participants or violate the Data User Code of Conduct in some other way. To request a review, you must fill in a form, which you can access by selecting ‘request a review’ below.