Locally Linear Embedding and fMRI feature selection in psychiatric classification

Locally Linear Embedding and fMRI feature selection in psychiatric classification

Abstract: 

This dataset collection contains eleven datasets used in Locally Linear Embedding and fMRI feature selection in psychiatric classification.

The datasets given in the Links section are reduced subsets of those contained in their respective tar files (a consequence of Mendeley Data's 10GB limitation).

The Linked datasets (not the tar files) contain just the MATLAB file and the resting state image (or block-design fMRI for the MRN dataset), where appropriate.

The datasets in the tar file contain all of the preprocessing intermediates for the fMRI input to the LLE algorithm.

Instructions: 

Information regarding data acquisition for the datasets used in this article can be found here, and here.

 

Please consult 'instructions' for the contents of each tar file.

Please consult  'Cracking the code to unlock the human brain'(published originally as an Opinion piece in the Edmonton Journal on 7 November 2007) to learn more about Dr. Sam Roweis' (1972-2010) belief on the benefits of correctly applying the LLE algorithm.

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Login or subscribe now. Sign up to be a Beta Tester and receive a coupon code for a free subscription to IEEE DataPort!

Documentation

Embed this dataset on another website

Copy and paste the HTML code below to embed your dataset:

Share via email or social media

Click the buttons below:

facebooktwittermailshare
[1] Sidhu Gagan, "Locally Linear Embedding and fMRI feature selection in psychiatric classification", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/zkkm-es92. Accessed: Aug. 21, 2019.
@data{zkkm-es92-19,
doi = {10.21227/zkkm-es92},
url = {http://dx.doi.org/10.21227/zkkm-es92},
author = {Sidhu Gagan },
publisher = {IEEE Dataport},
title = {Locally Linear Embedding and fMRI feature selection in psychiatric classification},
year = {2019} }
TY - DATA
T1 - Locally Linear Embedding and fMRI feature selection in psychiatric classification
AU - Sidhu Gagan
PY - 2019
PB - IEEE Dataport
UR - 10.21227/zkkm-es92
ER -
Sidhu Gagan. (2019). Locally Linear Embedding and fMRI feature selection in psychiatric classification. IEEE Dataport. http://dx.doi.org/10.21227/zkkm-es92
Sidhu Gagan, 2019. Locally Linear Embedding and fMRI feature selection in psychiatric classification. Available at: http://dx.doi.org/10.21227/zkkm-es92.
Sidhu Gagan. (2019). "Locally Linear Embedding and fMRI feature selection in psychiatric classification." Web.
1. Sidhu Gagan. Locally Linear Embedding and fMRI feature selection in psychiatric classification [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/zkkm-es92
Sidhu Gagan. "Locally Linear Embedding and fMRI feature selection in psychiatric classification." doi: 10.21227/zkkm-es92