CBICA: GONDOLA
This software implements Generative-Discriminative Basis Learning (GONDOLA). Theoretical ideas are explained in the related papers, but as a brief explanation, GONDOLA provides a generative method to reduce the dimensionality of medical images while using class labels. It produces basis vectors that are useful for classification and also clinically interpretable. When provided with two sets of labeled images as input, the software outputs features in Weka Format (.arff files) and a MATLAB data file (.mat file). The program can also save basis vectors as NIfTI-1 images. Scripts are provided to find and build an optimal classifier using Weka. The software can also be used for semi-supervised cases in which a number of subjects do not have class labels.
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is from the makers of:
CBICA: Brain Anatomy Simulator
CBICA: Brain Tumor Modeling - Coupled Solver
CBICA: Brain Tumor Viewer (BTV)
CBICA: Cancer Imaging Phenomics Toolkit (CaPTk)
CBICA: Chimera
CBICA: COMPARE
CBICA: Confetti
CBICA: DTIDROID
CBICA: Geodesic graph-based segmentation with shape priors (GraSP)
CBICA: GLioma Image SegmenTation and Registration (GLISTR)
CBICA: GONDOLA
CBICA: Identification of Sparse Connectivity Patterns in rsfMRI (SCPLearn)
CBICA: Laboratory for Individualized Breast Radiodensity Assessment (LIBRA)
CBICA: MOE
CBICA: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters (MUSE)
CBICA: Multi Atlas Skull Stripping (MASS)
CBICA: PHI Estimator
CBICA: WMLS (White Matter Lesion Segmentation)
HAMMER: Deformable Registration
PREDiCT
CBICA: Datasets
CBICA: WhiteStripe
CBICA: PREDICT
CBICA: PORTR
CBICA: ODVBA
CBICA: GONDOLA
CBICA: Brain Tumor Modeling - Coupled Solver
CBICA: Brain Tumor Viewer (BTV)
CBICA: Cancer Imaging Phenomics Toolkit (CaPTk)
CBICA: Chimera
CBICA: COMPARE
CBICA: Confetti
CBICA: DTIDROID
CBICA: Geodesic graph-based segmentation with shape priors (GraSP)
CBICA: GLioma Image SegmenTation and Registration (GLISTR)
CBICA: GONDOLA
CBICA: Identification of Sparse Connectivity Patterns in rsfMRI (SCPLearn)
CBICA: Laboratory for Individualized Breast Radiodensity Assessment (LIBRA)
CBICA: MOE
CBICA: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters (MUSE)
CBICA: Multi Atlas Skull Stripping (MASS)
CBICA: PHI Estimator
CBICA: WMLS (White Matter Lesion Segmentation)
HAMMER: Deformable Registration
PREDiCT
CBICA: Datasets
CBICA: WhiteStripe
CBICA: PREDICT
CBICA: PORTR
CBICA: ODVBA
CBICA: GONDOLA
Recent Activity - Files
gondola-1.0.0.zip posted by Sarthak Pati on Feb 20, 2017