Government health · Applied research · Existing data
The nation’s health, advanced through research.
Hale Medical and Data Sciences is a physician-led research firm — applied research on existing health data for the government agencies that safeguard American health.
Hale MDS · Population health
SYNDROMIC · WK 36
Surge probability
78%
12wk · P(≥28/100k) · peak wk 43
Projected peak
31.4
per 100k · wk 43 · CI 26–37
Lead time
6 wk
median crossing · wk 42
Respiratory admissions per 100k — 12-week surge outlook
The consoles on this page are illustrative product concepts, not screenshots of delivered systems.
Supporting missions across
VAHHSCMSCDCDHANIHState & LocalWhat we do
Three capabilities. One question: what does the data support?
Each maps to a NAICS code on the firm's SAM registration. The research is designed by the physician who has to answer for it; the analysis is reproducible end to end.
NAICS 541715 · 541714 · 541690 · PSC AN11 · AN12 · B544 · R425
- NAICS 541715
Life & Health Sciences R&D
Study design and analysis on data agencies already hold: retrospective and observational research, clinical outcomes, epidemiological modeling, and health services research.
Explore the capability →Hale MDS · Population health
SYNDROMIC · WK 36
Respiratory admissions per 100k — 12-week surge outlook
Population health surge forecast - NAICS 541714
Applied Analytic Methods
Methods that make secondary data answer a question defensibly — phenotyping, confounding control, bias analysis, and privacy-preserving analytics.
Explore the capability →Hale MDS · Cohort comparison
SMD · ±0.1
Standardized mean differences — before and after weighting
Hollow · before Filled · after
Cohort comparison — covariate balance before and after weighting - NAICS 541690
Scientific & Technical Consulting
Physician-led clinical advisory, protocol design, and principal-investigator and subject-matter support to federal health programs.
Explore the capability →Hale MDS · Interoperability
HL7 · FHIR · X12
Study design and evidence map
Domain depth
Healthcare is where we go deepest.
Hale MDS works in the grain of health data — its standards, its privacy law, and its clinical stakes. Research methods and the engineering that delivers them travel together to any mission built on sensitive data.
Claims & Payment Integrity
Fraud, waste, and abuse detection across billions of claim lines; risk adjustment; prior-auth decision support.
Population Health & Surveillance
Syndromic surveillance, outbreak detection, and jurisdiction dashboards that hold up during a crisis.
Clinical Operations
Risk stratification, capacity forecasting, clinical NLP, and decision support inside the EHR workflow.
Research Data Platforms
OMOP research enclaves, registry systems, de-identification, and reproducible analysis environments.
How we work
Compliance is part of the study design, not a stage after it.
HIPAA
Privacy by design
De-identification, minimum-necessary access, and audit trails built into every data flow.
NIST SP 800-171
Controls as code
Security controls implemented as code with evidence collected automatically, so accreditation is not a retrofit.
Section 508
Accessible by default
WCAG 2.2 AA conformance designed in and tested with assistive technology.
Why Hale Medical and Data Sciences
Built different, on purpose.
Small-business speed, research rigor
Physician-led, with no layer between the question and the person answering it, and the statistical discipline you'd expect from a research institution.
Compliance is designed in
HIPAA privacy by design, NIST SP 800-171 controls as code, and Section 508 accessibility from the first design, so accreditation is never a retrofit.
Built at the intersection
Clinical judgment and data science in one pair of hands, so a model reflects medical reality — not just the training data.
Bring us a hard question.
Whether you’re shaping a requirement or evaluating whether a model holds up, we start with the design — what would count as an answer, and what the data can actually support.