Multidisciplinary Simulation

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215 board-certified AI specialist agents deliberate in real time across oncology, neurology, and cross-disciplinary boards — evidence-based, patient-centered, with full governance and audit trails.

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🔬 Oncology Council 🧠 Neurology Council 🤝 Cross-Council Boards 📋 ICD-10 / CPT Routing 📑 Audit-Ready Reports
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Specialist Agents
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Clinical Use Cases
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Deliberation Rounds
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Board Certifications
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ICD-10 Code Ranges

What the Platform Does

A complete simulation of multi-disciplinary clinical deliberation — from intake to treatment plan.

Multi-Agent Deliberation

215 specialist agents with distinct personas, knowledge domains, and board certifications assess each case independently, then engage in live group discussion.

ICD-10/CPT Routing

Automatic agent activation based on ICD-10 diagnosis codes and CPT procedure codes. Visual routing hierarchy shows exactly which codes triggered which specialists.

Patient-Centered

Patient values, goals, and preferences anchor every recommendation. Trade-off decisions are framed in the patient's own language with explicit alternatives.

Decision Governance

Tiered decision framework with formal rulings, stopping rules, and evidence-based escalation triggers. No silent reversals — every change requires justification.

Consistency Validation

Automated validator scans the full deliberation record for contradictions, reversed decisions, and guideline inconsistencies. Issues PASS/WARN/FAIL verdicts.

Deep Research

8-phase evidence pipeline: load context, identify sources, analyze artifacts, search databases, generate questions, cross-reference, deep dive, synthesize report.

Clinical Support Team

Clinical Librarian, Medical Ordering Clinician, and Pharmacy Informatics review every round — evidence audit, order sets, drug interaction screening.

DOCX Export

Two professional documents: Deliberation Record (process transparency) and Clinical Report (organized by specialist domain). Both with governance rulings and citations.

Real-Time Canvas

Animated visualization with particle effects, agent processing states, cognitive process triggers, sub-agent invocations, and council deliberation — all synced with Gemini.

How a Simulation Works

From patient intake to treatment plan in four structured stages.

1

Patient Intake

Enter patient details, upload EHR documents, imaging, and lab results. Run deep research to compile evidence.

2

Agent Assessment

Specialist agents produce independent assessments. Each sees patient values, governance rulings, and research evidence.

3

Group Deliberation

Agents converse in a live tumor board discussion. They challenge, agree, and build on each other's recommendations.

4

Synthesis & Report

Chairman synthesizes consensus, validates consistency, frames risk-benefit for the patient, and generates downloadable reports.

Brain-Inspired Multi-Agent System

Built on a 5-layer cognitive architecture with neurochemical analogs.

L5 AI Council + Red Team — 5 personas, 4-phase parliamentary protocol
L4 Orchestrator / Tumor Board Conductor — DIME neurochemical signals
L3 MoE Translator / ICD-10 Router — sparse routing, discipline gating
L2 Specialist Agents — 20 Oncology + 16 Neurology + 3 Support Roles
L1 Patient Longitudinal Record — Working · Episodic · Semantic · WhiteBoard
CI Clinical Instantiation — PatientX · ICD-10/CPT coding · Board alignment

215 Board-Certified AI Specialists

Each agent has a distinct persona, knowledge domains, ICD-10 focus, and escalation triggers.

Oncology Council — 20 Agents

Medical Oncology (ABIM) Surgical Oncology (ABS) Radiation Oncology (ABR) Hematologic (ABIM) Thoracic (Fellow) GI (Fellow) Breast (Fellow) GU (Fellow) Gynecologic (ABOG) Head & Neck Neuro-Oncology (UCNS) Pediatric (ABP) Interventional (ABR-IR) Precision Medicine Pathology (ABPath) Genetic Counseling Palliative (ABIM) Cardio-Oncology (ACC) Clinical Trials Psycho-Oncology

Neurology Council — 16 Agents

Vascular Neurology (ABPN) Epilepsy (ABPN) Movement Disorders Neuromuscular (ABPN) Headache (UCNS) MS / Neuroimmunology Neurocritical Care Neuro-Oncology (UCNS) Behavioral Neurology Child Neurology Autonomic (UCNS) Neuroimaging (UCNS) Geriatric Neurology Neuro-Ophthalmology Pain Medicine (ABPN) Sleep Neurology

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