OMB Individually Reported
Ptolemy
Low riskExact public inventory row
Description
Automated screening of CryoEM specimens
Detailed example
Inputs are low magnification cryoEM imaging data, outputs are specimen classifications.
AI / analytics pattern
Computer Vision: AI that processes and interprets visual data (e.g., images and videos).
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
Algorithm used to find and classify areas in low magnification CryoEM images for imaging (https://github.com/SMLC-NYSBC/ptolemy). 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
Models were trained using publicly available data.