10 Live API Connections

WeHealth Evidence
Architecture

Every appeal WeHealth builds is grounded in real, current, peer-reviewed medical evidence — sourced from the world's most authoritative clinical and regulatory databases.

We don't guess. We don't use outdated references. We query live APIs so your appeal reflects the best available evidence at the moment you need it.

10 Live API-Connected Data Sources

WeHealth maintains live, real-time connections to the world's most authoritative medical databases. When you submit a denial, we query all relevant sources simultaneously.

ClinicalTrials.gov

LIVE API
Clinical Evidence

Real-time access to 400,000+ registered clinical trials worldwide. WeHealth queries trial status, eligibility criteria, and outcomes to identify relevant evidence supporting your specific treatment or medication.

400,000+ registered trials
Phase I–IV trial data
Eligibility & outcome data
Real-time status updates

PubMed / NCBI

LIVE API
Medical Literature

Direct access to 35+ million peer-reviewed biomedical citations from the National Library of Medicine. Our system identifies the most relevant published evidence for your specific medical situation.

35M+ peer-reviewed citations
Full-text article access
MeSH term indexing
Citation network analysis

Congress Abstracts

LIVE API
Conference Evidence

Medical congress and conference abstracts from major oncology, cardiology, neurology, and specialty meetings — capturing cutting-edge evidence before it appears in journals.

ASCO, ASH, ACC, AAN & more
Pre-publication findings
Specialty-specific coverage
Annual conference updates

Global Regulatory Labels

LIVE API
Regulatory

FDA, EMA, Health Canada, and international drug labels providing approved indications, dosing, and clinical data that insurers must consider in coverage decisions.

FDA, EMA, Health Canada
Approved indications
Prescribing information
Comparative label analysis

Biochemical Repositories

LIVE API
Molecular Evidence

ChEMBL, DrugBank, and UniProt data providing molecular-level evidence about drug mechanisms, targets, and biomarkers — supporting appeals for precision medicine and targeted therapies.

ChEMBL & DrugBank
Mechanism of action data
Biomarker associations
Target pathway analysis

Medical News RSS

LIVE API
Current Evidence

Curated medical news feeds from NEJM, JAMA, The Lancet, and leading health publications — keeping WeHealth's evidence base current with the latest clinical developments.

NEJM, JAMA, The Lancet
Real-time news monitoring
Clinical guideline updates
Treatment standard changes

Social & Patient Voice

LIVE API
Patient Evidence

Aggregated patient experience data from health forums, advocacy organizations, and patient registries — providing real-world context that humanizes your appeal and demonstrates medical necessity.

Patient advocacy data
Health forum insights
Quality of life evidence
Treatment experience data

FDA FAERS

LIVE API
Safety Evidence

FDA Adverse Event Reporting System data providing safety profiles and real-world usage patterns — supporting arguments about treatment necessity versus risk when insurers cite safety concerns.

Adverse event profiles
Real-world safety data
Comparative risk analysis
Post-market surveillance

CMS HCAHPS

LIVE API
Quality Data

Centers for Medicare & Medicaid Services hospital quality and patient satisfaction data — providing institutional benchmarks and coverage precedents relevant to your appeal.

Hospital quality metrics
Patient satisfaction scores
Coverage precedent data
CMS policy references

Real-World Evidence Registries

LIVE API
Real-World Evidence

Disease registries, outcomes databases, and real-world evidence platforms capturing treatment effectiveness in actual patient populations — the gold standard for demonstrating medical necessity.

Disease-specific registries
Outcomes databases
Effectiveness data
Population-level evidence

Evidence-Backed Appeals.
Starting Today.

Put WeHealth's 10-source evidence architecture to work for your insurance appeal.

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