Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

Image-to-Image Translation in PyTorch

3D U-net, Attention U-net, Res U-net, Attention Res U-net, and MSRes U-net are implemented and compared for emulation of current density induced during transcranial direct current stimulation (tDCS).

Brain Electrophysiological recording and STimulation (BEST) Toolbox, is a MATLAB based open source software that interfaces with a wide variety of EEG, EMG, TMS and other stimulating devices, and a…

Apply transfer learning of EfficientNet to a custom regression problem with Keras and TensorFlow 2.

BrainStimulator is a software package to simulate (transcranial) brain stimulation and is implemented in the scientific problem solving environment that SCIRun offers (version > 5.0).

Neuron activation prediction as a result of Deep Brain Stimulation (DBS), using ANN and boosting

In this study, the performance of various convolutional neural network (CNN) based brain age prediction models was compared and evaluated using structural T1 weighted MRI data. We used Mean Absolut…

Transcranial Temporal Interference Stimulation (tTIS) simulation and optimization software.

3D super-resolution using Generative Adversarial Networks

Learning Generative Models of Textured 3D Meshes from Real-World Images, ICCV 2021

MNI coordinates to nifti volume conversion

A simple Python-based tool for finding brain atlas regions based on MNI coordinates.