Federal Health
R2ML delivers rigorous, policy-relevant analytics that help agencies, health systems, and research organizations improve care, surveillance, and operational outcomes.
Our Impact
Decision support through dashboarding, monitoring, and reproducible methods.
View Service CapabilitiesInteractive tools for terminology mapping and test selection workflows.
Open Terminology CrosswalkResources
Curated datasets for machine learning and health analytics research, with direct links to OpenML.
768 patients, 8 clinical features predicting type 2 diabetes onset. Standard binary classification benchmark.
48,842 census records with demographics and occupation predicting annual income above $50K.
569 tumor biopsies with 30 morphological features for malignant vs. benign classification.
70,000 handwritten digit images (0–9). The standard benchmark for image classification and deep learning.
45,211 phone campaign records predicting term deposit subscriptions. Useful for outcome modeling.
150 iris flower measurements across 3 species. Classic multiclass benchmark for model comparison.
News + Accolades
Curated from SmartBrief, Bloomberg, and R2ML internal research.
Our internal pilot demonstrates the importance of tracking patient's cognitive performance in the Military Health System, from enlistment to separation.
Athenahealth's survey of 501 physicians reveals AI is increasingly used as a clinical support tool — helping look up clinical information (60%), consolidate lab results (55%), and surface recent evidence during visits (56%).
The University of Idaho received $1.3M in DOD grants to advance machine learning for diagnosing PTSD in military personnel. Research aims to improve early detection, with collaboration from Walter Reed and Northwestern University.
Vietnam Veterans drove recognition of combat trauma, leading to PTSD's inclusion in the DSM-III in 1980 and shifting perception from personal weakness to a response to external events — paving the way for VA specialized programs.
VA expansion of telephone and video care in March 2020 was associated with a 12.4% decline in low-acuity ED utilization, with reductions seen for depression, gastroenteritis, low-back pain, and cellulitis, per JAMA Network Open.
Veterans die by suicide at higher rates than the general population. The VA and community organizations are expanding crisis support and reducing access to lethal means, while programs like Stop Soldier Suicide provide confidential outreach.
The DEA extended remote prescribing flexibilities through end of 2026, allowing controlled substances to be prescribed via telehealth without in-person exams — a policy first enacted in March 2020 and now extended four times.
A UK study of 1.8 million adults found a 21% higher risk of attempted suicide among those with a head injury, with risk elevated in the first year post-injury. Researchers recommend suicide screening as a standard component of TBI care.
A JAMA Network Open study found increased mortality risk among Veterans with cardiometabolic diseases during extreme heat, especially those in high-deprivation areas or experiencing homelessness. Findings could inform heat-response planning.
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