Research & Clinical Validation

# Science-first. Clinically validated.

HaloScape partners with academic institutions, hospitals, and technology leaders across three continents to develop and validate multimodal clinical AI through prospective research.

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RESEARCH PROGRAMS

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INSTITUTIONAL PARTNERS

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CONTINENTS

Our research is guided by a multidisciplinary **Scientific Advisory Council** , physicians, clinical researchers, and domain experts spanning cardiology, radiology, psychiatry, reproductive medicine, and sports science.

HaloSight · Clinical AI Platform

## Six models. One decision support platform.

HaloSight integrates proprietary AI models into a unified clinical decision support system, combining continuous wearable biometrics with medical imaging analysis to surface clinically actionable findings at the point of care.

CARDIOLOGY

HaloECG

Multi-class 12-lead ECG classification spanning conduction abnormalities, structural changes, and ischemic patterns, screening for conditions that are frequently subclinical at presentation.

In clinical validation

PULMONOLOGY · RADIOLOGY

HaloCXR

Pattern recognition across pulmonary, cardiac, and mediastinal domains in standard chest radiographs, trained on reference datasets to flag findings that warrant further clinical evaluation.

In clinical validation

EVIDENCE RETRIEVAL

HaloPPR

Patient-profile-to-publication matching engine that surfaces relevant peer-reviewed evidence from indexed literature based on clinical context.

In development

PHARMACOVIGILANCE

HaloPharma

Multi-drug interaction screening and safety signal analysis across patient medication profiles, with food-drug and dose-response considerations.

In development

MUSCULOSKELETAL IMAGING

HaloLDH

Accelerated lumbar MRI segmentation and grading for disc herniation, reducing radiologist reporting burden through automated preliminary assessment.

In development

MULTI-AGENT CLINICAL AI

HaloAssistant

On-premise reasoning agent that synthesizes wearable data streams, imaging findings, and electronic health records into a unified clinical narrative.

In development

Active Research Programs

## From hypothesis to clinical evidence.

Clinical insight doesn't come from a single signal, it emerges where fragmented data converges.

Each research track unifies signals from wearables, imaging, and clinical records to generate insights that no single data source could reveal alone.

Cardiac Pattern Recognition & ECG-AI Development

Cardiology · Proprietary Model · Multi-Center

Chest Radiograph AI, Pattern & Simulation Research

Radiology · Reference Dataset Training · Hospital Validation

Vocal Biomarker × Wearable Integration

Mental Health · Speech AI · Cross-Platform

HaloCycle, Reproductive Health & Fertility

Hormonal Biomarkers · Wearable Integration · IVF Sites

Menopause & Biometric Transitions

Women's Health · Longitudinal Tracking · HRV / Thermoregulation

Paralympic Athlete Performance Research

Sports Science · Wearable Biometrics · Publication In Progress

Pediatric Monitoring

Pediatric Hypertension · Continuous Wearable BP · Early Detection

Neurodegenerative Disease Biomarker Research

Parkinson's · Wearable-Derived Endpoints · Patient Data Access

Oncology Biometric Monitoring & Digital Biomarkers

Medical Oncology · Wearable Biometrics · Retrospective Observational

Institutional Partnerships

## Collaborating with leaders across three continents.

Regulatory & Compliance

## Built for clinical-grade trust.

ISO/IEC 27001

Information security management, systematic protection of sensitive health data through risk assessment, access controls, and continuous security monitoring across all operations.

ISO/IEC 27701

Privacy information management extension to ISO 27001, establishing controls for personally identifiable information processing, supporting both GDPR and HIPAA compliance frameworks.

ISO/IEC 42001

AI management systems standard, governance framework for responsible development, deployment, and monitoring of artificial intelligence systems in clinical and health applications.

ISO/IEC 15504 (SPICE)

Software process improvement and capability determination, Level 2 achieved for managed processes, targeting Level 3 for established, standardized development practices organization-wide.

HIPAA Compliant

Full U.S. health data protection compliance with established Business Associate Agreements and infrastructure engineered for protected health information handling.

GDPR Compliant

EU data protection regulation compliance, lawful basis determination, data minimization, purpose limitation, and cross-border transfer safeguards for European citizen health data.

## Related reading

- [Why Personal Baselines Beat Population Averages](/blog/why-personal-baselines-beat-population-averages)A population average describes a group, not you. Here's why your own physiological range is the reference that makes real change measurable.
- [Why Does the Same Routine Work for One Person and Not Another?](/blog/why-does-the-same-routine-work-differently)The average effect of a routine isn't your effect — and much of what looks like individual variation is noise.

Collaborate With Us

## Advancing clinical evidence through partnership.

We welcome inquiry from academic institutions, clinical research organizations, and health technology innovators whose work intersects with multimodal clinical AI, wearable-derived digital biomarkers, or clinical decision support systems.

[Propose a collaboration→](mailto:research@haloscape.health)research@haloscape.health