# Medical Imaging AI - Complete Dependencies

# Core ML/AI Framework
monai>=1.3.0
torch>=2.0.0
torchvision>=0.15.0
numpy>=1.21.0
matplotlib>=3.5.0
pandas>=1.5.0
scikit-learn>=1.2.0
scipy>=1.9.0
tqdm>=4.64.0

# Medical Imaging Libraries
nibabel>=4.0.0
pydicom>=2.4.0
SimpleITK>=2.2.0
dicom2nifti>=2.4.0

# Deep Learning Utilities
tensorboard>=2.13.0
torchmetrics>=0.11.0
albumentations>=1.3.0

# Web Framework and API
fastapi>=0.100.0
uvicorn[standard]>=0.22.0
sqlalchemy>=2.0.0
python-multipart>=0.0.6
python-jose[cryptography]>=3.3.0
passlib[bcrypt]>=1.7.4
python-dotenv>=1.0.0

# Data Processing and Validation
pydantic>=2.0.0
aiofiles>=23.0.0
Pillow>=10.0.0
opencv-python-headless>=4.8.0

# Database and Caching
redis>=4.6.0
psycopg2-binary>=2.9.0
alembic>=1.11.0

# Monitoring and Logging
prometheus-client>=0.17.0
structlog>=23.0.0

# Hyperparameter Optimization
optuna>=3.3.0
optuna-dashboard>=0.15.0
plotly>=5.15.0
mlflow>=2.5.0

# Development and Testing
pytest>=7.4.0
pytest-asyncio>=0.21.0
pytest-cov>=4.1.0
pytest-timeout>=2.1.0
selenium>=4.10.0
black>=23.0.0
flake8>=6.0.0
mypy>=1.4.0

# Jupyter and Notebooks
jupyter>=1.0.0
jupyterlab>=4.0.0
ipywidgets>=8.0.0

# Additional Utilities
requests>=2.31.0
click>=8.1.0
python-dateutil>=2.8.0
pytz>=2023.3

# Medical Imaging Visualization
vtk>=9.2.0
itk>=5.3.0

# Security and Authentication
cryptography>=41.0.0
bcrypt>=4.0.0

# Performance and Optimization
numba>=0.57.0
psutil>=5.9.0

# Cloud and Storage (optional)
boto3>=1.28.0
azure-storage-blob>=12.17.0
google-cloud-storage>=2.10.0

# API Documentation
fastapi-users>=12.0.0
fastapi-pagination>=0.12.0
