The Healthcare Crisis
Current Industry Challenges
Critical issues facing healthcare coding
Medical coding errors cost healthcare $25B annually, with a 9.4% error rate
250,000 preventable deaths yearly due to medical errors
Average coding time of 13 minutes per case creates massive backlogs
Hospitals spend $3.8M yearly on coding with $45-50 cost per error fix
Impact Analysis
The cost of inefficient medical coding
Sequential Swarm Architecture
Input Processing
Medical records are securely ingested and normalized
Sequential Analysis
Each agent processes the data in a coordinated sequence
Verification
Results are cross-validated for accuracy
Code Generation
Final ICD-10 codes are generated and validated
Intelligent Agent Network
Chief Medical Officer Agent
Coordinates the diagnostic process and ensures medical accuracy
- Medical knowledge validation
- Diagnostic oversight
- Quality assurance
Medical Coder Agent
Specializes in ICD-10 code assignment and verification
- ICD-10 code mapping
- Code validation
- Compliance checking
Synthesizer Agent
Combines and validates multiple agent outputs
- Cross-reference validation
- Consistency checking
- Final report generation
HIPAA Compliance & Security
Enterprise-grade security and compliance measures
Data Protection
- End-to-end encryption
- Secure key management
Access Control
- Role-based access
- Audit logging
Compliance
- HIPAA certified
- Secure infrastructure
Developer Integration
REST API
Simple HTTP integration for any stack
curl -X POST https://api.mcs.swarms.world/v1/code \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{"diagnosis": "Type 2 diabetes mellitus with diabetic nephropathy"}'Python SDK
Native Python integration
from mcs import MCSClient
patient_case = """
Patient: 45-year-old White Male
Location: New York, NY
Lab Results:
- egfr
- 59 ml / min / 1.73
- non african-american
"""
with MCSClient() as client:
response = client.run_medical_coder("P123", patient_case)
print(response)High Availability
- 99.99% uptime SLA
- Global edge network
- Automatic failover
AI-Powered
- Advanced ML models
- Continuous learning
- Adaptive processing
Enterprise Ready
- HIPAA compliant
- Rate limiting
- Usage analytics
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Tokenomics
Token Distribution
Total Supply: 1,000,000,000 $MCS
Team
10% of total supply
Core team allocation
Treasury
10% of total supply
6 month vesting period
Operations
10% of total supply
Operational expenses
Liquidity Pool
70% of total supply
Liquidity Pool Open for purchase
Smart Contract Address:
ALHFgnXSenUv17GMdf3dL9gtFW2KKQTz9avpM2Wypump