aind_mri_utils 0.11.2

MRI utilities library for aind teams.

aind-mri-utils

MRI utilities toolkit for neuroscience experiment planning developed by Allen Institute for Neural Dynamics.

Installation

pip install aind-mri-utils

For development:

git clone https://github.com/AllenNeuralDynamics/aind-mri-utils
cd aind-mri-utils
uv sync --group dev

Usage

# Arc angle conversions for probe positioning systems
from aind_mri_utils.arc_angles import vector_to_arc_angles, arc_angles_to_vector
probe_vector = [0.0, 0.5, -0.866]  # 30° from vertical
arc_angles = vector_to_arc_angles(probe_vector)  # → (30.0, 0.0)

# Reticle calibration from measurement data
from aind_mri_utils.reticle_calibrations import fit_rotation_params_from_parallax
calibration_file = "path/to/parallax_measurements.xlsx"
rotation_params = fit_rotation_params_from_parallax(calibration_file)

# Chemical shift correction for MRI images
from aind_mri_utils.chemical_shift import compute_chemical_shift
import SimpleITK as sitk
mri_image = sitk.ReadImage("brain_scan.nii")
shift_vector = compute_chemical_shift(mri_image, ppm=3.5, mag_freq=599.0)

# 3D geometric measurements
from aind_mri_utils.measurement import find_circle, dist_point_to_line
circle_center, radius = find_circle(measurement_points)
distance = dist_point_to_line(point, line_start, line_end)

# Medical image I/O
from aind_mri_utils.file_io import read_dicom, write_nii
dicom_volume = read_dicom("dicom_folder/")
write_nii(processed_volume, "output.nii")

Contributing

Development workflow

# Setup development environment
uv sync --group dev

# Run linting and formatting
uv run ruff check
uv run ruff format

# Run type checking
uv run mypy src/

# Run tests with coverage
uv run pytest

# Run all checks
./scripts/run_linters_and_checks.sh --checks

Pull requests

For internal members, please create a branch. For external members, please fork the repository and open a pull request from the fork. We'll primarily use Angular style for commit messages. Roughly, they should follow the pattern:

<type>(<scope>): <short summary>

where scope (optional) describes the packages affected by the code changes and type (mandatory) is one of:

• build: Changes that affect build tools or external dependencies (example scopes: pyproject.toml, setup.py)
• ci: Changes to our CI configuration files and scripts (examples: .github/workflows/ci.yml)
• docs: Documentation only changes
• feat: A new feature
• fix: A bugfix
• perf: A code change that improves performance
• refactor: A code change that neither fixes a bug nor adds a feature
• test: Adding missing tests or correcting existing tests

Documentation

To build documentation:

uv sync --group docs
uv run mkdocs serve