BabelBrain
BabelBrain models transcranial-focused ultrasound (FUS) neuromodulation by computing transmitted acoustic fields in brain tissue while accounting for skull-induced distortion and assessing thermal effects.
Key Features:
- Transcranial FUS field computation: Calculates the transmitted acoustic field within brain tissue while accounting for distortion effects introduced by the skull.
- Anatomical inputs: Uses anatomical data from magnetic resonance imaging (MRI), computed tomography (CT), and zero-echo time MRI scans to inform simulations.
- Thermal simulation: Simulates thermal effects resulting from ultrasound regimes using parameters such as total exposure duration, duty cycle, and acoustic intensity.
- Acoustic solver: Employs the BabelViscoFDTD library to perform transcranial modeling calculations of acoustic fields.
- GPU backends: Supports Metal, OpenCL, and CUDA GPU backends for computational execution.
- Image processing and neuronavigation integration: Prepares simulation domains using image processing techniques and integration with neuronavigation and 3-DSlicer.
- Acoustic properties mapping evaluation: Implements a numerical pipeline to evaluate different methods of acoustic properties mapping for reproducing transcranial pressure transmission efficiency.
Scientific Applications:
- Neuromodulation modeling: Predicts acoustic field distributions for prospective studies of FUS neuromodulation.
- Safety and thermal impact assessment: Assesses potential biological thermal effects from specific ultrasound regimes via exposure duration, duty cycle, and acoustic intensity.
- Method validation: Compares and evaluates acoustic properties mapping methods to reproduce reported transcranial pressure transmission efficiency.
Methodology:
Simulations use MRI, CT, and zero-echo time MRI anatomical inputs; compute transmitted acoustic fields within brain tissue while accounting for skull-induced distortion using the BabelViscoFDTD library; simulate thermal effects with exposure duration, duty cycle, and acoustic intensity parameters; prepare domains via image processing and neuronavigation integration with 3-DSlicer; and run evaluations of acoustic properties mapping methods, with computation executed on Metal, OpenCL, or CUDA GPU backends.
Topics
Details
- Cost:
- Free of charge
- Tool Type:
- desktop application
- Operating Systems:
- Mac, Linux, Windows
- Programming Languages:
- Python
- Added:
- 1/2/2024
- Last Updated:
- 11/24/2024
Operations
Publications
Pichardo S. BabelBrain: An Open-Source Application for Prospective Modeling of Transcranial Focused Ultrasound for Neuromodulation Applications. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 2023;70(7):587-599. doi:10.1109/tuffc.2023.3274046. PMID:37155375.