Unified Master Orchestrator

3 Integrated Subsystems • 7 AI Agents • 5 CVD Risk Calculators • Women's Health Solution

CardioAI • IoMT • PACS/DICOM • Risk Assessment

❤️
Save Lives
30%
Reduction in Hospitalizations
5
Risk Calculators
95%
Confidence Intervals

About Cardio AI

Transforming cardiovascular care through the power of artificial intelligence and unified system integration

🎯 Our Mission

To save lives and improve patient outcomes by providing healthcare providers with a unified AI-powered platform that predicts, prevents, and manages cardiovascular disease across the entire care continuum. We integrate cutting-edge AI agents with real-time medical device monitoring and advanced imaging analysis to deliver comprehensive, personalized cardiac care.

🔭 Our Vision

To become the global standard for AI-driven cardiovascular care, serving 100M+ lives worldwide by 2030. We envision a future where every heart patient benefits from proactive, AI-guided interventions that prevent emergencies, optimize treatments, and dramatically improve quality of life while reducing healthcare costs by 40%+.

💡 Our Approach

We've built the industry's first Unified Master Orchestrator that seamlessly integrates three critical subsystems: CardioAI (7 specialized AI agents), IoMT (real-time device monitoring), and PACS/DICOM (advanced medical imaging). This unified architecture enables complete cardiac workups with cross-subsystem data sharing, ensuring no critical information is missed and every clinical decision is optimally informed.

⚡ Master Orchestrator

Central Coordination Engine managing task routing, load balancing, and real-time orchestration across all subsystems

📋 Task Routing

  • Queue Management
  • Priority Sorting
  • Subsystem Selection

⚖️ Load Balancing

  • Agent Distribution
  • Resource Allocation
  • Throughput Optimization

📊 State Management

  • Task Lifecycle Tracking
  • Status Monitoring
  • Result Aggregation

📡 Event Broadcasting

  • Real-time Notifications
  • WebSocket Events
  • Alert Distribution

🔧 Error Recovery

  • Automatic Retry Logic
  • Fallback Strategies
  • Failure Handling

📈 Metrics Collection

  • Performance Monitoring
  • Health Checks
  • Analytics Tracking

🎯 Cardiovascular Event Probability Calculators

AI-Powered Risk Stratification Framework with 5 Specialized Calculators

Empowering Physicians with Data-Driven Insights

Comprehensive, AI-powered tools for predicting cardiovascular event risk across multiple conditions. Evidence-based algorithms aligned with AHA guidelines providing multi-timeframe risk assessment (1, 5, and 10 years) with 95% confidence intervals and personalized clinical recommendations.

🫀

Acute Myocardial Infarction (AMI)

C-statistic ≥0.75

Predict heart attack risk in primary and secondary prevention populations with validated models

  • Primary prevention screening
  • Secondary prevention monitoring
  • 1, 5, 10-year risk predictions
🧠

Stroke Risk Calculator

C-statistic ≥0.75

Comprehensive stroke risk assessment covering ischemic, hemorrhagic stroke, and TIA

  • Ischemic stroke prediction
  • Hemorrhagic stroke risk
  • TIA (mini-stroke) assessment
💔

Heart Failure Risk

C-statistic ≥0.75

Separate predictive models for HFrEF and HFpEF with phenotype-specific guidance

  • HFrEF (reduced EF) model
  • HFpEF (preserved EF) model
  • Hospitalization risk prediction

Sudden Cardiac Death (SCD)

C-statistic ≥0.78

High-accuracy SCD risk prediction providing guidance for ICD placement decisions

  • ICD placement guidance
  • Primary prevention screening
  • Risk-based recommendations
📈

Atrial Fibrillation (AFib)

C-statistic ≥0.80

Highest accuracy AFib risk prediction enabling targeted screening and prevention

  • Targeted screening identification
  • Stroke risk stratification
  • Anticoagulation guidance

Comprehensive Data Inputs

Holistic assessment leveraging multiple data domains for accurate risk prediction

👤 Demographics & Vitals

Age, sex, race/ethnicity, height, weight, BMI, blood pressure, smoking status

📋 Clinical History

Prior MI or stroke/TIA, angina, heart failure, AFib, family history of CAD

🧪 Laboratory Values

Lipid panel (Total-C, HDL, LDL, TG), glucose, HbA1c, hs-CRP, eGFR

💊 Current Medications

Statins, aspirin, anticoagulants, ACE-I/ARB, beta blockers

Personalized Clinical Recommendations

Evidence-based recommendations tailored to individual risk profiles

Low Risk

<5%

  • Continue preventive measures
  • Annual reassessment
  • Lifestyle modifications

Moderate Risk

5-10%

  • Consider statin therapy
  • Target BP <130/80
  • Biannual monitoring

High Risk

10-20%

  • High-intensity statin therapy
  • Aggressive BP control
  • Quarterly monitoring

Very High Risk

>20%

  • Urgent cardiology referral
  • Maximal medical therapy
  • Monthly monitoring
🎯 Explore Risk Calculators →

Key Features & Capabilities

⏱️ Multi-Timeframe Predictions

1-year, 5-year, and 10-year risk estimates with 95% confidence intervals

📊 Interactive Visualization

Color-coded risk bars and displays for instant risk communication

🔢 Real-time BMI Calculation

Automatic computation from height and weight inputs

🎨 Modern UI/UX Design

Professional interface with responsive layout and clinical workflow integration

📱 EHR Integration

Seamless data import, export to patient portal, automated documentation

✓ Validated Models

Large diverse cohorts, internal/external validation, AHA Guidelines aligned

3 Integrated Subsystems

Complete cardiac care through seamless integration of AI analysis, device monitoring, and medical imaging

❤️ CardioAI Platform

7 Specialized AI Agents • ECG, Echo, Lab, Risk, Diagnostic, Treatment, Prognosis

📈

ECG Agent

Advanced electrocardiogram analysis with real-time detection and automated coding

  • STEMI/NSTEMI Detection
  • Arrhythmia Classification
  • Automated ICD-10 Coding
🫀

Echo Agent

Comprehensive echocardiography analysis for heart function assessment

  • HFrEF/HFpEF Assessment
  • Valve Function Analysis
  • Ejection Fraction Calculation
🧪

Lab Agent

Biomarker analysis and trend detection for cardiac health monitoring

  • Troponin & BNP Analysis
  • Lipid Profile Assessment
  • Biomarker Trend Analysis
⚠️

Risk Agent

Predictive risk assessment using validated clinical scoring systems

  • TIMI & GRACE Scoring
  • Mortality Risk Assessment
  • 10-Year CVD Risk Prediction
🔍

Diagnostic Agent

Evidence-based diagnostic synthesis from multiple data sources

  • Evidence Synthesis
  • Differential Diagnosis
  • Clinical Decision Support
💊

Treatment Agent

Personalized treatment recommendations based on latest guidelines

  • Protocol Generation
  • Drug Recommendations
  • Dosage Optimization
📊

Prognosis Agent

Outcome prediction and long-term care planning

  • Outcome Prediction
  • Survival Analysis
  • Follow-up Planning

📱 IoMT Platform

Device Management & Real-time Monitoring • MQTT, HTTP, CoAP, WebSocket

📲

Device Registration

Seamless device onboarding and patient association

  • Device Provisioning
  • Credential Generation
  • Patient Association
📡

Telemetry Processing

Real-time data ingestion from wearable devices

  • Real-time Data Ingestion
  • Stream Processing
  • Time-series Storage
🚨

Alert Generation

Intelligent alerting for critical threshold violations

  • Anomaly Detection
  • Threshold Violations
  • Alert Prioritization
🔋

Device Monitoring

Continuous device health and connectivity tracking

  • Connectivity Tracking
  • Battery Status Monitoring
  • Heartbeat Monitoring

🏥 PACS/DICOM Platform

Medical Imaging & Analysis • 6 Specialized Agents • Orthanc Integration

📥

DICOM Ingestion

Medical image reception and metadata extraction

  • C-STORE Reception
  • C-FIND Queries
  • Metadata Extraction
🖼️

Preprocessing

Image enhancement and quality optimization

  • Image Normalization
  • Quality Enhancement
  • Artifact Removal
✂️

Segmentation

Automated cardiac structure identification with 4 parallel agents

  • Cardiac Chambers
  • Vessel Detection
  • 4 Parallel Processing Agents
📐

Quantification

Precise cardiac measurements and calculations

  • Volume Calculations
  • EF Measurement
  • Strain Analysis
🔬

Specialized Analysis

Advanced imaging techniques and scoring

  • T1/T2 Mapping
  • Calcium Scoring
  • Perfusion Analysis
📄

Report Generation

Automated reporting with standard integration

  • DICOM SR Creation
  • PDF Export
  • HL7 Integration

💝 Women's Health - Obstetrics Cardiology

$500 Billion Market Opportunity | Transforming Maternal Cardiovascular Care

The Crisis

⚠️ CVD is #1 killer of women

More deadly than all cancers combined

⚠️ 50% misdiagnosis rate

Women receive incorrect initial heart attack diagnosis

⚠️ Leading cause of maternal death

Cardiovascular complications during pregnancy

Pregnancy Risk

1-4%
Pregnancies affected by cardiovascular complications
+25%
Increase in maternal mortality from cardiac causes
🫀

Gender-Specific AI

Algorithms trained on women-specific cardiovascular presentations and atypical symptoms

👶

Obstetrics Integration

Real-time monitoring during pregnancy and postpartum with OB-GYN workflow integration

📊

Multi-Modal Assessment

ECG, echo, labs, and wearable data across all trimesters and postpartum

Clinical Impact

40-60% reduction in pregnancy-related CV emergencies
70% reduction in postpartum readmissions
>90% accuracy in detecting complications
50% earlier detection of peripartum cardiomyopathy

Market Opportunity

$180B Obstetrics Cardiology
$150B Preventive Cardiology
$100B Gender-Specific Diagnostics
$70B Postpartum Care

Per-Pregnancy Economics

$500-1,500
Cost
$30K-100K
Savings per high-risk case
Learn More About Women's Health →

Complete Cardiac Workup

Seamless cross-subsystem integration for comprehensive patient assessment

1
IoMT Vitals
Real-time device monitoring
2
ECG Analysis
Arrhythmia detection
3
Risk Calculation
5 CVD calculators
4
Imaging
DICOM analysis
5
Diagnosis
Evidence synthesis
6
Report
Treatment plan

Why Leading Healthcare Systems Choose Us

Proven outcomes that improve patient health while reducing costs

📉

30% Reduction in Hospitalizations

Our unified AI system with predictive risk calculators prevents cardiac events before they require emergency care.

🎯

5 Validated Risk Calculators

AI-powered CVD event prediction for AMI, stroke, heart failure, SCD, and AFib with 95% confidence intervals.

🔗

Complete System Integration

First platform to unify AI analysis, device monitoring, medical imaging, and risk assessment in one workflow.

Real-Time Processing

Master Orchestrator coordinates tasks across all subsystems with automatic load balancing and error recovery.

🎓

Clinically Validated

Developed with Stanford, Cornell, and Harvard. AHA Guidelines aligned with proven clinical efficacy.

💰

$40 PMPM Pricing

Transparent risk-adjusted pricing aligned with value-based care. ROI positive within 6 months.

Academic Partnerships

Collaborating with leading institutions to advance cardiovascular AI research

🔬 Digital Clinical Trials

Comprehensive Validation Program for AI-Powered Cardiovascular Diagnostics

🤖 5 Specialized Agents Validation Program

Phase 1 Validation: Completed

Internal Validation

Internal validation of 5 specialized diagnostic agents:

• Arrhythmia
• Heart Failure
• Coronary Artery Disease
• Cardiomyopathy
• STEMI (Heart Attack)
🔄

Phase 2 Validation: In Progress

External Clinical Validation

External clinical validation with multi-site hospital partnerships for real-world diagnostic accuracy assessment

🔄

IoMT Integration Validation: Clinical Trials in Progress

Real-Time Device Integration Testing

Testing real-time data acquisition and analysis from wearable devices (Apple Watch, Fitbit) and medical devices (BP cuffs, ECG monitors) via MQTT/Kafka pipelines

🔄

PACS/DICOM Integration Validation: Clinical Trials in Progress

Medical Imaging Analysis Validation

Validating automated medical imaging analysis and diagnostic support from cardiac CT, MRI, and echocardiography with FHIR and HL7 compliant data exchange

🎯 Five Specialized Digitized Risk Calculators Validation

Development Phase: Completed

AI-Powered Deep Learning Models

Successfully developed five specialized digitized risk calculators using AI-powered deep learning models for predicting cardiovascular event risk:

• AMI Calculator: Primary & secondary prevention populations
• Stroke Risk Calculator: Ischemic, hemorrhagic stroke, and TIA models
• Heart Failure Calculator: Separate models for HFrEF and HFpEF
• SCD Calculator: Sudden Cardiac Death risk assessment (≥0.78 accuracy)
• Atrial Fibrillation Calculator: ICD placement guidance & targeted screening (≥0.80 accuracy)

Model Training & Testing: Completed

Large Cohort Studies with Robust Statistical Methods

All five calculators trained and tested using large cohort studies with robust statistical methods

🔄

Clinical Validation: In Progress

Real-World Cardiovascular Event Risk Prediction

Currently validating the risk calculators as AI-powered tools for predicting cardiovascular event risk across multiple conditions using Deep Learning Models

⚖️ FDA Regulatory Strategy & Compliance

🏥

External Clinical Validation

Conducting multi-site clinical validation studies to establish safety and efficacy data for FDA 510(k) clearance pathway. Collaborating with hospital networks to gather real-world evidence demonstrating clinical utility and diagnostic accuracy across diverse patient populations

📱

IoMT Regulatory Pathway

Pursuing FDA regulatory clearance for Internet of Medical Things integration as Class II medical device software. Implementing Quality Management System (QMS) compliant with 21 CFR Part 820, conducting risk analysis per ISO 14971, and establishing cybersecurity protocols aligned with FDA guidance on medical device cybersecurity

🔬

PACS/DICOM Regulatory Pathway

Developing regulatory submission for PACS/DICOM integration as Computer-Aided Detection (CADe) software under FDA guidance for AI/ML-based medical devices. Ensuring compliance with DICOM standards (ISO 12052), implementing validation protocols for imaging algorithm performance, and establishing post-market surveillance framework for continuous algorithm monitoring

Ready to Deploy the Unified Platform?

Join leading health systems using our integrated platform with 5 CVD risk calculators

📧 [email protected]
📱 +1 614-967-8728
📍 Dublin, OH | San Francisco, CA