AI-Powered Cancer Treatment Management

An autonomous AI agent that helps patients and caregivers navigate cancer treatment — from lab results to clinical trials.

The Problem

Cancer patients and their families face an overwhelming flood of medical data — lab results, imaging reports, genetic tests, treatment protocols, clinical trial options. Making sense of it all while fighting the disease is an impossible burden.

Our Solution

Oncoteam is a persistent AI agent that works alongside you. It reads your medical documents, tracks your labs, monitors clinical trials, checks drug interactions, and prepares you for every oncologist visit — so you can focus on what matters.

What Oncoteam Does

📊

Treatment Dashboard

All your medical data in one place — labs, imaging, medications, treatment timeline. Bilingual interface (Slovak/English).

🔬

Lab Analysis

Automated lab result interpretation with reference ranges, trend analysis, inflammation indices (SII, Ne/Ly ratio), and pre-cycle safety checks.

🧬

Clinical Trial Matching

Searches ClinicalTrials.gov and PubMed for trials matching your molecular profile. Checks eligibility based on your biomarkers, prior treatments, and location.

🤖

Autonomous Agent

Runs autonomously to scan new documents, extract data, update your treatment timeline, and flag anything that needs attention — even when you're not looking.

📋

Protocol Tracking

Embedded clinical protocol with dose modification rules, cumulative dose thresholds, toxicity grading, and cycle delay criteria.

🔗

MCP-Native Architecture

Built on the Model Context Protocol — open, interoperable, and designed to work with any AI assistant. Your data stays yours.

How It Works

1

Connect Your Documents

Upload lab results, pathology reports, imaging, and genetic tests to your secure Google Drive folder.

2

AI Reads & Understands

Oncoteam extracts structured data, identifies biomarkers, tracks trends, and builds your complete treatment profile.

3

Stay Informed & Prepared

Get daily briefings, pre-cycle checklists, trial recommendations, and questions for your oncologist — all backed by your actual data.

Built With

Model Context Protocol (MCP) Claude AI PubMed API ClinicalTrials.gov API Google Drive Python / FastMCP Nuxt.js Dashboard

Get in Touch

Oncoteam is currently in active development for a real patient. If you're interested in learning more or collaborating, reach out.

Privacy & Data Protection

GDPR Compliant

All patient data is processed in compliance with the EU General Data Protection Regulation. Data is encrypted at rest and in transit.

Your Data, Your Control

Patient documents are stored in your own Google Drive. Oncoteam reads and processes data but never stores originals outside your control.

Controlled Access

Multi-layer authentication: Google OAuth, API bearer tokens, and MCP server authentication. No unauthorized access to patient data.

Full Audit Trail

Every data access, AI decision, and document interaction is logged. Complete transparency for patients and caregivers.