A composite, open-source Python library for processing human and preclinical ASL MRI data.
Project description
PyASL: Composite Python Library for ASL Image Processing
PyASL is an open-source Python library for processing arterial spin labeling (ASL) MRI data, developed under the Google Summer of Code (GSoC) program for the ISMRM OSIPI Task Force 2.2.
It integrates multiple community-validated ASL tools, originally in MATLAB, and supports both human and preclinical pipelines. PyASL includes modules for ASL-MRICloud, ASLtbx, DL-ASL, Oxford ASL, preclinical multi-TI PASL, and preclinical pCASL, harmonized with ASL-BIDS input format.
Features
- 🧠 Human and 🐭 preclinical ASL support
- 📂 ASL-BIDS format compatibility
- 📘 Tutorials and Documentation
Installation
You can install PyASL using pip:
pip install pyasl-osipi
Quick Start
import pyasl
pyasl.load_data("/path/to/data", "/path/to/parameters.json", convert=True, is_singledelay=True, is_labelcontrol=False)
pyasl.mricloud_pipeline("/path/to/data", flag_t1=False, t1_tissue=1165, t1_blood=1650, part_coef=0.9)
Citation
This library is part of the ISMRM 2025 submission: ISMRM Open Science Initiative for Perfusion Imaging (OSIPI): Composite Python Library for ASL Image Processing
License
This project is licensed under the MIT License – see the LICENSE file for details. Original repository: https://github.com/Trico01/PyASL
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