OMB Individually Reported
Biological and Physical Sciences (BPS) RNA Sequencing Benchmark Training Dataset
Low riskExact public inventory row
Description
RNA sequencing data from spaceflown and control mouse liver samples, sourced from NASA GeneLab and augmented with generative adversarial network to provide synthetic data points.
Detailed example
The implementation uses classification methods and hierarchical clustering to identify genes that are predictive of outcomes.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
The implementation uses classification methods and hierarchical clustering to identify genes that are predictive of outcomes.
Controls / human review
ATO: Not reported; PIA: Not published