A library to convert Scanco AIM image files to numpy arrays and extract header information
Project description
aim2numpy
aim2numpy is a Python library designed to convert AIM files, specifically CT scan data from Scanco, into numpy arrays.
Installation
You can install the library using pip:
pip install aim2numpy
Usage
Here's a basic example of how to use the library:
import aim2numpy
mynumpy = aim2numpy.extract("myaimfile.aim")
header_info = aim2numpy.get_header_info("myaimfile.aim")
AIM File Format
The AIM file format is used by Scanco Medical for storing CT scan data. These files contain volumetric data that can be used for various analyses in medical imaging and research.
Features
- Easy Conversion: Convert AIM files to numpy arrays with a single function call.
- Header Information: Extract metadata and header information from AIM files.
- Compatibility: Works with CT scan data from Scanco.
- Extensible: Easily integrate with other Python libraries for further data processing and analysis.
Example
import aim2numpy
import matplotlib.pyplot as plt
# Extract the numpy array from the AIM file
ct_scan_data = aim2numpy.extract("myaimfile.aim")
# Display a slice of the CT scan data
plt.imshow(ct_scan_data[:, :, ct_scan_data.shape[2] // 2], cmap='gray')
plt.title('CT Scan Slice')
plt.show()
# Print header information
header_info = aim2numpy.get_header_info("myaimfile.aim")
print(f"Dimensions: {header_info['dimensions']}")
print(f"Element size: {header_info['element_size']} mm")
print(f"Processing log: {header_info['processing_log']}")
Requirements
- numpy
- struct
- matplotlib
Installation for Development
If you want to install the library for development purposes, you can clone the repository and install it locally:
git clone https://github.com/Alexhal9000/aim2numpy.git
cd aim2numpy
pip install -e .
Running Tests
To run the tests, use the following command:
python -m unittest discover tests
Contributing
Contributions are welcome! Please open an issue or submit a pull request on GitHub.
License
This project is licensed under the MIT License. See the LICENSE file for details.
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