AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Malaria parasites DNA barcode geography classification R0658 · HHS/CDC	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Genetic distance computation method for comparing complex multi-locus parasite (Cyclospora) genotypes R0673 · HHS/CDC	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Nowcasting Injury Trends R0677 · HHS/CDC	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Sequential Coverage Algorithm (SCA) and partial Expectation-Maximization (EM) estimation in Record Linkage R0680 · HHS/CDC	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Contract and in-house
Machine Learning with Premier Healthcare Data to inform predictive modeling of antibiotic use R0695 · HHS/CDC	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Machine Learning Techniques for Early Detection and Situational Awareness of Rabies Outbreaks R0696 · HHS/CDC	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Renamed: 356H Machine Learning (ML) Facility Supply Chain Role Classification Previously: 356H ML Facility Supply Chain Role Classification R0816 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Contract and in-house
Renamed: Risk-based FAR Review & Decision Support Previously: Field Alert Reports (FAR) Prioritization Model R0817 · HHS/FDA/CDER	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Contract and in-house
Supply Chain Resilience Program, Office of Supply Chain Resilience (OSCR) - Foresight R0833 · HHS/FDA/CDRH	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Developing an Objective and Quantitative Endpoint for Atopic Dermatitis in Pediatric and Adult Populations R0839 · HHS/FDA/CDER	HHS	Deployed	Presumed high-impact, determined not	Health and Medical	Classical / predictive ML	Purchased from vendor
Food AI Decision Engine (FAIDE) R0863 · HHS/FDA/HFP	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Warp Intelligent Learning Engine (WILEE) R0864 · HHS/FDA/HFP	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Contract and in-house
Rapid Intuitive Pathogen Surveillance (RIPS) R0865 · HHS/FDA/HFP	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Product Label and Text Extraction System (PLATES) R0867 · HHS/FDA/HFP	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Contract and in-house
Machine Learning as a Service: Translate and extract text from images using AI R0876 · HHS/FDA/ODT	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Contract and in-house
Machine Learning as a Service: Extract data from product labels, business forms, and image files R0877 · HHS/FDA/ODT	HHS	Deployed	Not high-impact	Health and Medical	Classical / predictive ML	Contract and in-house
Drug Shortage Predictive Model R0840 · HHS/FDA/CDER	HHS	Pilot	Not high-impact	Health and Medical	Classical / predictive ML	Developed in-house
Data Ingestion and Content Explorer (DICE) R0868 · HHS/FDA/HFP	HHS	Pilot	Not high-impact	Health and Medical	Classical / predictive ML	Contract and in-house