Phindr3D

Type
Author
Mergenthaler, Philipp; orcid.org/0000-0002-9753-6711
Hariharan, Santosh; orcid.org/0000-0002-0941-0044
Pemberton, James M.; orcid.org/0000-0001-8386-1081
Lourenco, Corey; orcid.org/0000-0001-9075-7661
Penn, Linda Z.; orcid.org/0000-0001-8133-5459
Andrews, David W.; orcid.org/0000-0002-9266-7157
Requires
Execution Platform
Implementation Type
Programming Language
is compatible with
Supported image dimension
Interaction Level
License/Openness
License
GNU General Public License Version 3
Description

Phindr3D is a comprehensive shallow-learning framework for automated quantitative phenotyping of three-dimensional (3D) high content screening image data using unsupervised data-driven voxel-based feature learning, which enables computationally facile classification, clustering and data visualization.

Please see our GitHub page and the original publication for details.

Entry Curator
Last modified
05/26/2021 - 22:30