How It Works

Think Like an Oncologist

OncoBrain is the world's first oncology-specific clinical reasoning engine, built to mirror expert clinical reasoning, not keyword search.

Our Methodology

OncoBrain combines structured clinical reasoning with the latest guideline updates to provide transparent, traceable recommendations.

Guideline Integration

Continuous integration of NCCN, ASCO, ESMO, and subspecialty guidelines. Updates within days of publication.

Expert Curation

Board-certified oncologists review and validate all guideline interpretations and clinical logic.

Case Testing

Rigorous testing against gold-standard oncology cases with known correct answers.

Ongoing Monitoring

Continuous quality assurance and clinical feedback loops to maintain accuracy.

Performance Metrics

99.8%
Guideline Concordance
Recommendations align with published guidelines
100%
Citation Traceability
Every recommendation linked to source evidence
<2s
Response Time
Average time to generate recommendations
500+
Validated Cases
Gold-standard oncology cases in test suite

Full Transparency

Unlike black-box AI systems, OncoBrain shows its complete reasoning chain. You can verify every recommendation against the source evidence.

  • Complete reasoning chain visible for every recommendation
  • Direct links to guideline sections and clinical trial data
  • Confidence scoring based on evidence strength
  • Explicit handling of guideline conflicts and edge cases
Reasoning Chain

1. Patient has Stage IIIA NSCLC with EGFR mutation

2. NCCN Guidelines recommend targeted therapy for EGFR+

3. Osimertinib is preferred first-line per FLAURA trial

4. No contraindications identified in patient history

View source citations