🧬 Qubitry AI: Quantum-Inspired Oncology Assistant

Qubitry AI is a Quantum-Inspired Oncology Assistant built with Streamlit.
It helps doctors, researchers, and students simulate oncology workflows with AI-powered drug interaction analysis, patient monitoring, lifestyle factor tracking, and explainable insights.

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🚀 Features

✅ User Authentication – Login & Signup system with session-based storage
✅ Patient Management – Add patients manually or via CSV/Excel upload
✅ Drug Interaction Alerts – Detects negative and positive drug-drug interactions
✅ Lifestyle Effects – Smoking, alcohol, obesity impact simulations
✅ Quantum-Inspired AI

• Drug optimization (genetic algorithms + tensor networks)
• Effectiveness predictions
• Synergistic combinations
  ✅ Digital Body Simulation – 3D organ-level visualization
  ✅ Explainable AI – Clear reasoning for recommendations
  ✅ Analytics – Interactive charts with Plotly (patients by disease, drug frequency)
  ✅ Dark/Light Theme Toggle

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📂 Project Structure

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📊 CSV/Excel Upload Format

Your dataset must include the following headers:

• name → Patient name

• age → Patient age

• condition → Cancer type (Lung Cancer, Breast Cancer, etc.)

• meds → Medications (comma-separated)

• Preview Link -> https://apponcoapp-dvllkjz85fdvfhmnpe8w9j.streamlit.app/

Example:

name,age,condition,meds
Alice Roy,47,Breast Cancer,Doxorubicin,Carboplatin
Mohan Das,61,Lung Cancer,Ifosfamide,Topotecan,Fluorouracil