# Correlate Health

> Correlate Health is a digital health company utilizing emerging technologies such as AI for innovations in clinical decision support.

## About

Correlate Health is a digital health company utilizing emerging technologies such as AI for innovations in clinical decision support. The company partners with health systems and research teams to deliver LooPT® CTM™ — an AI-enabled clinical trial matching and Near Miss™ monitoring (Patent Pending) platform embedded directly in EHR workflows. The platform surfaces eligible and Near Miss™ patients, closes workflow gaps, and strengthens coordination support between clinical and research teams.

Founded in 2024 by Nailah "Gina" Malak (CEO & CTO) and Charon Collier (President), Correlate Health brings together expertise in interoperability, clinical operations, and digital health innovation.

## LooPT® CTM™ Platform

LooPT® CTM™ is the company's flagship AI-enabled clinical decision support platform. Key capabilities include:

- **Eligibility Review**: Displays met, unmet, and unknown criteria across labs, notes, diagnoses, and reports.
- **Near Miss™ Monitoring** (Patent Pending): Tracks Near Miss™ patients who don't meet criteria today but may qualify as clinical data evolves. Resurfaces them when new information warrants re-evaluation.
- **Evolving Eligibility**: Revisits relevant clinical data continuously and brings forward patients as their status changes.
- **Patient Engagement**: Delivers structured engagement workflows for consent and follow-up.
- **Coordination Support**: Aligns roles between clinic and research for clearer communication and handoffs.
- **Documentation & Audit Readiness**: Captures eligibility rationale and review activity for compliance requirements.

## Who We Serve

- Academic medical centers
- Community hospitals and multi-specialty groups
- Oncology, neurology, cardiology, GI, metabolic, and rare disease programs
- Research hospitals and integrated delivery networks
- Health systems in sponsored clinical trials
- Pharmaceutical sponsors and Contract Research Organizations (CROs)
- Academic and institutional research organizations

## Standards & Compliance

- FHIR (interoperability standard)
- HL7 (health data exchange)
- HIPAA (privacy and security)
- SOC 2 (operational controls)

## EHR Integration

LooPT® CTM™ integrates with major EHR systems including Epic, Cerner, and Meditech using FHIR, HL7, and CDS hook standards. It works through existing EHR environments, minimizing the need for additional portals or duplicate tasks.

## Near Miss™ Monitoring — Key Differentiator

Near Miss™ monitoring (Patent Pending) is the capability that sets LooPT® CTM™ apart. Near Miss™ patients ineligible today frequently qualify later as labs, staging, or clinical documentation evolve. In manual workflows, these patients are routinely lost. Near Miss™ monitoring maintains visibility and resurfaces them when new chart data may warrant re-evaluation.

No patient falls through the cracks. No opportunity is lost because of workflow gaps.

## Near Miss™ vs. Unknown (Needs Review)

Both states sit outside a clear "eligible" decision but describe different situations and prompt different actions:

- **Near Miss™**: criteria are documented and currently unmet, yet clinically likely to evolve. The patient is monitored over time and resurfaced when new EHR data such as repeat labs or updated staging may change eligibility.
- **Unknown (needs review)**: required information is missing, unstructured, or ambiguous in the chart. The patient is flagged for human review so the care team can confirm or gather the data needed to make an eligibility determination.

## Illustrative Eligibility Scenarios (NSCLC examples)

- **Patient A — Eligible for Review**: Confirmed NSCLC diagnosis with measurable disease. LooPT CTM evaluates Met across key criteria; available for clinician review for consent.
- **Patient B — Currently unmet (Near Miss™)**: ANC 1.2 × 10⁹/L, below the 1.5 protocol threshold. LooPT CTM evaluates Unmet now; surfaced for re-evaluation at next CBC.
- **Patient C — Needs review (Unknown)**: PD-L1 status not documented in structured fields. LooPT CTM evaluates Unknown; routed to clinician for chart review.

## Decision Support, Not Decision-Making

LooPT® CTM™ is an AI-enabled clinical decision support platform. It does not diagnose, treat, or make enrollment, eligibility, or care decisions. All trial eligibility determinations, consent, and enrollment actions remain the sole responsibility of the qualified investigator and clinical team in accordance with applicable IRB, ICH-GCP, HIPAA, and FDA guidance on clinical decision support software.

## Frequently Asked Questions

**What does Correlate Health do?**
Correlate Health is a digital health company utilizing emerging technologies such as AI for innovations in clinical decision support. The company builds AI-enabled, EHR-integrated clinical decision support platform capabilities that help health systems identify eligible and Near Miss™ patients for clinical trials, streamline research workflows, and strengthen coordination support between clinical and research teams.

**What is LooPT® CTM™?**
LooPT® CTM™ is Correlate Health's flagship platform — an AI-enabled clinical trial matching platform with Near Miss™ monitoring (Patent Pending) embedded directly in EHR workflows. It surfaces eligibility, sets re-evaluation triggers, and coordinates consent in one continuous, auditable workflow.

**What is Near Miss™ patient monitoring?**
Near Miss™ monitoring (Patent Pending) tracks Near Miss™ patients who don't meet clinical trial criteria today but may qualify as their clinical data evolves. The system resurfaces them when new information warrants re-evaluation, ensuring no screening opportunity is lost to timing gaps.

**Which EHR systems does Correlate Health integrate with?**
Correlate Health integrates with major EHR systems including Epic, Cerner, and Meditech using FHIR, HL7, and CDS hook standards.

**Who does Correlate Health serve?**
Correlate Health serves academic medical centers, community hospitals, oncology/neurology/cardiology/GI/metabolic and rare disease programs, research hospitals, integrated delivery networks, and sponsors and CROs partnering with provider organizations.

**Is LooPT® CTM™ HIPAA compliant?**
Yes. LooPT® CTM™ is designed to meet HIPAA privacy and security requirements, SOC 2 operational controls, and uses FHIR and HL7 interoperability standards.

**Does LooPT® CTM™ replace clinical judgment?**
No. LooPT® CTM™ is designed to support, never replace, clinical and research judgment. All surfaced insights support clinical judgment and meet CDS regulatory expectations.

**How does LooPT® CTM™ differ from traditional trial matching tools?**
Unlike traditional clinical trial matching platforms that only check eligibility at a single point in time, LooPT® CTM™ continuously monitors evolving patient data and resurfaces Near Miss™ patients when their clinical profile changes — ensuring no screening opportunity is lost.

## Contact

- Email: info@correlatehealth.com
- Website: https://correlatehealth.com

## Pages

- Home: https://correlatehealth.com/
- About: https://correlatehealth.com/about
- Solutions: https://correlatehealth.com/solutions
- For Health Systems: https://correlatehealth.com/for-health-systems
- For Pharmaceutical & CRO: https://correlatehealth.com/for-pharma-cro
- For Research Organizations: https://correlatehealth.com/for-research-organizations
- Partners: https://correlatehealth.com/partners
- Investors: https://correlatehealth.com/investors
- FAQ: https://correlatehealth.com/faq
- Contact: https://correlatehealth.com/contact