Neural-Data-Science

Workflows and interfaces for neuroimaging packages

BIDScoin converts your source-level neuroimaging data to BIDS

Resting state HRF estimation from BOLD-fMRI signal

Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models

An Explainable Geometric-Weighted Graph Attention Network (xGW-GAT) for Identifying Functional Networks Associated with Gait Impairment

This is the repository for paper `Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks'.

[WACV25 Oral] Official implementation of the paper: "Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities"

Code for implementing the Aggregation-Network diffusion model (AND), as described in the paper: "Combined Model of Aggregation And Network Diffusion Recapitulates Alzheimer’s Regional Tau-PET " by Ashish Raj*, Veronica Tora, Xiao Gao, Hanna Cho, Jae Yong Choi, Young Hoon Ryu, Chul Hyoung Lyoo, Bruno Franchi. *Department of Radiology and Biomedical Imaging, University of California at San Francisco

Convolutional eXtreme Gradient Boosting for classification of brain tumors based on convolutional neural networks and XGBoost.

硬币检测及计数——白色背景上扔几枚不同面值的硬币，拍摄图像，通过图像处理，获取硬币的数目及金额