HDBIG

:: DESCRIPTION

HDBIG is a collection of software tools for high dimensional brain imaging genomics.

HDBIG-SR is an HDBIG toolkit focusing on Sparse Regression.

HDBIG-SCCA is an HDBIG toolkit focusing on Sparse Canonical Correlation Analysis (SCCA).

::DEVELOPER

ShenLab

n/a

:: REQUIREMENTS

• Windows / Linux / MacOSX
• MatLab

:: DOWNLOAD

 HDBIG-SR , HDBIG-SCCA

:: MORE INFORMATION

Citation

Yan J, Du L, Kim S, Risacher SL, Huang H, Moore JH, Saykin AJ, Shen L, for the ADNI (2014)
Transcriptome-guided amyloid imaging genetic analysis via a novel structured sparse learning algorithm.
Bioinformatics, Vol. 30 ECCB 2014, pages i564–i571.

Yan J, Huang H, Kim S, Moore JH, Saykin AJ, Shen L, for the ADNI (2014)
Joint identification of imaging and proteomics biomarkers of Alzheimer’s disease using network-guided sparse learning.
ISBI’14:  IEEE Int. Sym. on Biomedical Imaging, pp 665-668, Beijing, China, 28 April – 2 May, 2014.