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maheshvaikri/lung-cancer-detection-platform

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Lung Cancer Detection Platform

Overview

A privacy-preserving AI platform for lung cancer risk prediction.

Installation

Prerequisites

  • Python 3.8+
  • pip
  • virtual environment (recommended)

Setup

# Create virtual environment
python -m venv venv
source venv/bin/activate # On Windows, use `venv\Scripts\activate`
# Install dependencies
pip install -r requirements.txt
# Install the package
pip install -e .
# Run tests
pytest tests/
Configuration
Copy config.yaml.example to config.yaml and modify as needed.
Running the Platform
bashCopy# Run web server
python main.py server
# Train model
python main.py train --data training_data.csv
Comprehensive Implementation Notes:
1. The `config.yaml` provides a flexible, environment-aware configuration
2. `data_loader.py` offers robust, configurable data preprocessing
3. Dependency management with `requirements.txt` and `setup.py`
4. Included a detailed `README.md` for easy setup and usage#

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"Privacy-Preserving Lung Cancer Detection Platform"

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