Skip to content

DCalhas/imputation_aime2021

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commits
 
 
 
 
 
 
 
 

Repository files navigation

fMRI Multiple Missing Values Imputation Regularized by a Recurrent Denoiser

Github repository for AIME 2021 article.

Incremental Missing Values Imputation on fMRI volumes, a complete data method. The paper can be found here.

Proposed layer implementation can be found here

To replicate the results please run the notebook

Requirements:

  • tensorflow_cpu==2.1.0
  • nilearn==0.6.2
  • mne==0.20.5
  • GPy==1.9.9
  • GPyOpt==1.2.6
  • matplotlib==3.2.1
  • sklearn==0.23.1
  • scipy==1.4.1

Please create an anaconda enviromnent and install the packages in the requirements.txt file with: $ pip install -r requirements.txt

Datasets Used:

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published