ai4healthlab-liu Goto Github PK

birads_classifier

High-resolution breast cancer screening with multi-view deep convolutional neural networks

brain

connectir

Advanced functional connectivity functions and scripts including ones for connectome-wide association studies.

cvpr2022-paper-code-interpretation

cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

dartmouthmind_tutorial

Tutorial on resting-state fMRI functional connectivity for the 2017 Dartmouth MIND summer school.

deep-learning-from-scratch

『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)

dyconpro

MATLAB toolbox (not just) for dynamic functional connectivity processing. An ongoing WIP.

dyfunconn

A dynamic functional connectivity module in python.

effbct

efficient Brain Connectivity Toolbox

fastfc

Fast Functional Connectivity Toolbox

featureselect

FeatureSelect

fes

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

fmriprep

fMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse fMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results.

functionalconnectivity_aonbrainhackwarsaw

A pipeline for the AoN Brainhack Warsaw 2017 project 'Functional connectivity research: can we find a common ground?'

linear_algebra_with_python

Lecture Notes for Linear Algebra Featuring Python

machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

machinelearning4breast

machine learning for breast

mammo_retinanet

metasearch

OpenNeuroLab MetaSearch App

morphoconnect

MATLAB Toolbox for studying the Brain Networks of anatomical/functional covariance.

mulan

A systematic framework for functional connectivity measures

openbreast

Digital mammography processing tools

optimization

A teaching demonstration of the numerical analysis course.

ptmst

Probability Theory and Mathematical Statistics Tutorial

pynets

A Fully-Automated Workflow for Reproducible Ensemble Graph Analysis of Functional and Structural Connectomes

spectral_connectivity

Frequency domain functional and directed connectivity analysis tools for electrophysiological data

statlearn-s23

Course materials for Advanced Topics in Statistical Learning, Spring 2023

workbench

Connectome Workbench