OMB Individually Reported
CryoSPARC
Low riskExact public inventory row
Description
Prediction of protein flexibility and variability
Detailed example
Deep learning - stochastic gradient descent
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
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
Proprietary software that is used for cryoEM data processing. Some steps in the workflow use ML to evaluate the protein flexibility and variability in the dataset (https://cryosparc.com/). This tool is utilized by the Cryo-EM core in support of research projects within NIEHS DIR and DTT laboratories.
Controls / human review
ATO: No; PIA: Not published
Data needed
Training data owned by commercial software developer.