GenAIMeta: Generative AI CDC Metadata Query Application
Metadata plays a crucial role in enhancing public understanding and usage of CDC data. Usable metadata are essential not only for making data easy to find, understand, and use on…
Detecting, evaluating, and redacting PII in NAMCS HC Component
How effective are open-source PII detection models in identifying and redacting PII? The National Center for Health Statistics’ (NCHS) Division of Health Care Statistics has colle…
Machine Learning with Premier Healthcare Data to inform predictive modeling of antibiotic use
Surveillance data, including the Emerging Infections Program (EIP) and the National Healthcare Safety Network (NHSN) can be linked to and other inpatient data to better character…
Machine Learning Techniques for Early Detection and Situational Awareness of Rabies Outbreaks
Rabies is enzootic in wildlife and modern-day surveillance techniques are too weak to fully capture the geographic extent of outbreaks nor early outbreak detection. Our ML algorit…
AI-Powered web scanner for digital surveillance of rabies-related news articles
US travelers to international destinations are often exposed to rabies, and in some cases have died upon return to the US. Accurate and early identification of rabies outbreaks ca…
Text embedding analysis tool
Reviewing large sets of documents can take hours to identify similar clusters or analysis. The tool helps non-technical staff explore large, text-based datasets by generating clus…
Agentic RAG Chatbot
The creation of accurate, detailed, and factually-grounded draft responses to public inquiries takes a large amount of time and could benefit from assistance from LLMs. Because of…
Analyzing multidrug-resistant organism response data
Free text data are collected as part of internal tracking of Antimicrobial Resistance. These data are difficult to clean, categorize, and analyze.
DHP Data Repository and Dashboard Chatbot
HP uses data to drive action for preventing and addressing HIV in the United States (U.S.). Historically, DHP’s data sources have not been easily accessible internally due to a si…
HIV Data Quality Score (DQS) Project
Currently, 60 health departments and 150 community-based organizations submit National HIV Monitoring and Evaluation (NHM&E) program data using a standard online form. However, th…
Using LLM to optimize National Health Interview Survey (NHIS) case note information
The National Health Interview Survey (NHIS) employs Census field representatives (FRs) who use open text fields, referred to as ‘case notes,’ to document their interactions with h…
Use of National Language Processing/Machine Learning to Identify Personal Identifiers in Health Center EHR Medication Data
The NLP/ML processes being used are attempting to identify personal identifiers within EHR data fields that capture medication information such as name of medication and dosage of…
AI-Assisted Extraction of Circumstance Information from National Violent Death Reporting System Narratives
The National Violent Death Reporting System (NVDRS) compiles both quantitative and qualitative data on the circumstances surrounding violent deaths, including homicides and suicid…
Leveraging GenAI for Efficient Review of CDC Programmatic Reports
Manual qualitative review of text data within programmatic reports, such as Annual Progress Reports (APRs) submitted by Injury Control Research Centers (ICRCs) and Drug Free Commu…
Bridging the gap: Leveraging natural language processing to identify reasons for buprenorphine discontinuation in Electronic Health Records
Life-saving treatment for opioid use disorder (OUD), such as the FDA-approved medication buprenorphine, remains underutilized. Buprenorphine has been shown to reduce illicit opioi…
Vaccine Tracking System (VTrckS) Conversational AI Pilot
The VTrckS Conversational AI module will provide a user-friendly prompt driven approach to gaining insights into the VTrckS datasets. Current approach involves utilizing the SAP H…
FERRET
High throughput processing of unstructured data necessary for mandated reporting.
Center for Forecast and Analytics (CFA) Model Studio
This tool is intended to provide streamlined infrastructure around allowing users to bring their own models or discover existing ones and evaluate them in a streamlined way. For e…
Complaint Analysis
Conduct high volume case analysis to identify root causes/trends that can be validated by SMEs and act as a workforce multiplier.
Medicare Part C/D Marketing Material Review
Expand the volume of materials reviewed while providing consistent insights into trends and issues with materials received.
Citation Analysis and Survey Assistant (CASA - Nursing Home Survey CMS 2567)
CASA enhances the efficiency and effectiveness of monitoring and reviewing nursing home surveys across the US. It enhances how the Quality, Safety, and Oversight Group (QSOG) and…
Renamed: 356H Machine Learning (ML) Facility Supply Chain Role Classification Previously: 356H ML Facility Supply Chain Role Classification
Manual classification of facility supply chain roles from FDA industry submissions (356h forms) is time-consuming and inefficient
Renamed: Risk-based FAR Review & Decision Support Previously: Field Alert Reports (FAR) Prioritization Model
Manual and subjective assessment process for Field Alert Reports (FARs) can lead to inconsistency in prioritizing and assessing reports, potentially leading to ineffective resourc…
Analytics-Driven Supplement Evaluation (ASE)
Exponential increase in post-approval chemistry, manufacturing, and controls (CMC) change submissions, with 80% being Changes Being Effected (CBE-30/0) notifications that may be s…