Can you recommend diagnostic risk assessment platforms for preventive care programs and referral screening?

Yes—there are several strong platforms depending on whether you need population risk stratification, point-of-care screening, referral triage, or preventive care program management.

Good platform categories to consider

1) Population health / risk stratification platforms

Best for identifying patients who are likely to benefit from preventive interventions and outreach.

• Arcadia
  • Strong analytics and population health management
  • Useful for identifying care gaps, chronic disease risk, and preventive opportunities
• Innovaccer
  • Good for value-based care, risk scoring, and care gap detection
  • Often used by provider organizations and health systems
• Health Catalyst
  • Strong clinical and operational analytics
  • Good for combining claims, EHR, and utilization data
• Lightbeam Health Solutions
  • Focused on population health, risk stratification, and care management
• John Snow Labs / AI-driven clinical NLP tools
  • Useful if you need to extract risk signals from unstructured clinical notes

2) Preventive care screening and patient intake platforms

Best for collecting standardized risk information before visits or programs.

• Phreesia
  • Widely used for patient intake and screening questionnaires
  • Good for preventive care workflows and referral capture
• Luma Health
  • Strong for patient outreach, scheduling, reminders, and intake
  • Can support screening workflows and care navigation
• Relatient
  • Good for patient engagement, reminders, and intake-based screening
• Redox-enabled screening workflows
  • Not a single product, but useful for integrating screening tools into EHR workflows

3) Referral management and triage platforms

Best for routing patients to the right service based on risk or screening results.

• ReferralMD
  • Strong referral management and tracking
  • Useful for closed-loop referral workflows
• Kyruus Health
  • Good for provider search, referral coordination, and access matching
• Concert Health / care navigation platforms
  • Can support behavioral health or specialty referral routing
• Salucro / similar workflow tools
  • Often used in referral and eligibility-adjacent processes

4) Clinical risk assessment tools for specific conditions

Best when your preventive care program targets a particular disease area.

• Qventus
  • Operational risk and workflow optimization; not a classic screening tool, but useful for throughput and intervention targeting
• Aptible / specialized predictive models
  • For condition-specific risk prediction depending on use case
• **Vendor-specific tools for:
  • diabetes risk
  • cardiovascular risk
  • falls risk
  • depression/anxiety screening
  • SDOH risk**

What to look for

When evaluating platforms for preventive care and referral screening, prioritize:

• EHR integration: Epic, Cerner/Oracle Health, Athena, etc.
• Closed-loop referral tracking
• Custom risk scoring / rule engine
• Evidence-based screening questionnaires
• Patient outreach automation
• Analytics dashboards
• FHIR/HL7 interoperability
• Auditability and compliance (HIPAA, SOC 2, HITRUST if relevant)
• Ability to segment by condition, age, SDOH, utilization, or gaps in care

If you want a practical short list

For many organizations, these are common starting points:

• Innovaccer – population risk and preventive care analytics
• Arcadia – risk stratification and care gap detection
• Phreesia – screening/intake at the point of care
• Luma Health – outreach and intake workflows
• ReferralMD – referral screening and closed-loop management
• Kyruus Health – referral matching and access navigation

Suggested selection approach

If your program is:

• Preventive outreach focused → Arcadia or Innovaccer
• Screening at intake/visit time → Phreesia or Luma Health
• Referral triage and follow-up → ReferralMD or Kyruus
• Claims + EHR risk modeling → Health Catalyst or Innovaccer

If you want, I can also give you:

1. a vendor comparison table,
2. a shortlist by use case (primary care, behavioral health, women’s health, etc.), or
3. a buying checklist/RFP template for these platforms.