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Department of Health

Non-Compliant

DOH · Last updated Dec 1, 2025

Total AI Systems

8

Consequential Systems

2

NIST RMF Aligned

0 of 8

Bias Testing Complete

0 of 8

Registered AI Systems

Disease Surveillance AI

IBM

Medium

Real-time monitoring of disease outbreak patterns across NY counties

Human Oversight

Data Sources

Health records (HIPAA)Public recordsFederal data feeds
Not StartedDeployed Apr 1, 2020

Hospital Capacity Prediction

In-house

Medium

Forecasting hospital bed availability and ICU capacity across state facilities

Human Oversight

Data Sources

Health records (HIPAA)Internal agency data
Not StartedDeployed May 15, 2020

Lab Result Classification

Cerner

Low

Automated classification and routing of laboratory test results

Human Oversight

Data Sources

Health records (HIPAA)
Not StartedDeployed Sep 10, 2021

Vital Records Matching

In-house

Medium

Probabilistic matching of birth, death, and marriage records across databases

Human Oversight

Data Sources

Personal identifiable information (PII)Public records
Not StartedDeployed Nov 1, 2018

Contact Tracing Algorithm

Microsoft

High

Automated contact tracing network analysis for communicable disease response

ConsequentialHuman Oversight

Data Sources

Health records (HIPAA)Personal identifiable information (PII)Geolocation data
Not StartedDeployed Jun 1, 2020

Medicaid Fraud Detection

Cotiviti

High

ML-based analysis of Medicaid claims to identify billing fraud and abuse patterns

ConsequentialHuman Oversight

Data Sources

Health records (HIPAA)Financial recordsPersonal identifiable information (PII)
Not StartedDeployed Mar 15, 2019

Health Equity Analytics

In-house

Medium

Analysis of health outcome disparities across demographic groups and regions

Human Oversight

Data Sources

Health records (HIPAA)Publicly available datasets
Not StartedDeployed Jan 20, 2022

Epidemiological Modeling

In-house

Low

Predictive epidemiological models for disease spread forecasting

Human Oversight

Data Sources

Health records (HIPAA)Publicly available datasetsFederal data feeds
Not StartedDeployed Mar 20, 2020

Agency Contact: James McDonald · james.mcdonald@health.ny.gov