About Oncology Breakthrough Aggregator
Revolutionizing cancer treatment discovery through AI-powered personalized medicine
Platform Development Status
This page describes our planned platform capabilities. The AI models, medical record analysis, and real-time data aggregation features described below are currently under development and not yet integrated into this UI demonstration.
Current status: User interface and frontend architecture completed. Backend AI/ML integration in progress.
Our Mission
To create an AI-powered platform that analyzes patient medical records and provides personalized discovery of the latest oncology breakthroughs and treatment options from global research databases, establishing a subscription-based information aggregator that delivers real-time treatment insights with detailed profiles including clinical trial stages, costs, availability, and personalized risk assessments.
AI-Powered Analysis
Our advanced AI system processes medical records, pathology reports, and patient-described symptoms using medical-specific language models (BioBERT, ClinicalBERT) to understand unique clinical situations.
- Natural language processing for medical record analysis
- Clinical parameter extraction (cancer type, stage, biomarkers)
- Personalized treatment matching with >85% accuracy
Real-Time Discovery
Our system continuously monitors 100+ global health databases, research publications, and clinical trial registries to identify personalized breakthrough treatment opportunities within 24 hours.
- Real-time monitoring with 15-minute update cycles
- 99.9% data accuracy with source verification
- Processes 1000+ new publications daily
Comprehensive Data Sources
Primary Sources
- PubMed/MEDLINE
- ClinicalTrials.gov
- FDA Orange Book
- EMA Database
- WHO ICTRP
Research Institutions
- Major cancer centers
- University hospitals
- Research institutes
- Medical conferences
- Academic publications
Pharmaceutical
- Company announcements
- Clinical trial results
- Drug approvals
- Regulatory filings
- Pipeline updates
Regulatory
- National health databases
- Regulatory approvals
- Health technology assessments
- Safety monitoring
- Market access data
Advanced Technology Stack
Medical NLP
- • BioBERT language models
- • ClinicalBERT processing
- • Medical terminology extraction
- • Clinical parameter identification
Machine Learning
- • Treatment matching algorithms
- • Predictive modeling for outcomes
- • Personalized risk assessment
- • Content summarization AI
Infrastructure
- • Cloud-based microservices
- • Real-time data processing
- • Automated web scraping
- • Scalable edge deployment
Future Expansion Roadmap
Launch Platform
Subscription platform with AI analysis for major cancer types
Expand Coverage
Rare cancers, clinical trial matching, provider partnerships
Medical Tourism
Hospital partnerships and treatment booking capabilities
Global Expansion
International markets with localized content and databases
Advanced AI
Outcome prediction and personalized treatment sequencing
Success Metrics & KPIs
Compliance & Security
We maintain the highest standards of data protection and regulatory compliance to ensure your medical information is secure and handled according to global healthcare regulations.
HIPAA Compliant
Full compliance with Health Insurance Portability and Accountability Act
GDPR Compliant
European General Data Protection Regulation compliance for global users
FDA Regulated
Adherence to FDA guidelines for medical device software and clinical decision support