|
Moutselos et al. [65]
|
Skin images
|
Combining features into a confusion matrix
|
| |
Gene expression
| |
|
Golugula et al. [6]
|
Histopathology
|
Correlating features via CCA, combining CCA-based confusion matrices
|
| |
Proteomics
| |
|
Dai et al. [20]
|
sMRI
|
Construct classifiers from features, weighted combination of classifier decisions
|
| |
fMRI
| |
|
Gode et al. [66]
|
mRNA
|
Compute LDR/classifier decisions, unweighted combination of LDR- or classifier-based confusion matrices
|
| |
miRNA
| |
|
Raza et al. [22]
|
Gene-expression
|
Compute classifier decisions, unweighted combination of classifier decisions
|
| |
FNAC
| |
|
Sui et al. [67]
|
DTI
|
Correlate features via CCA, unweighted combination of CCA-based confusion matrices
|
| |
fMRI
| |
|
Wolz et al. [7]
|
T1-w MRI
|
Compute LDR, weighted combination of LDR-based confusion matrices
|
| |
ApoE genotype, A β
1−42
| |
|
Wang et al. [62]
|
T1-w MRI, FDG-PET
|
Feature selection, weighted concatenation of selected features
|
| |
Gene-expression
| |
|
Lanckriet et al. [9]
|
Protein expression
|
Compute kernel representations, weighted combination of kernels
|
| |
Gene-expression
| |
|
Yu et al. [68]
|
Text ontologies
|
Compute kernel representations, fuse kernel-based confusion matrices
|
| |
Gene-expression
| |
|
Higgs et al. [54]
|
CT
|
Compute LDR, fuse LDR maintaining manifold structure
|
| |
Gene-expression
| |
|
Lee et al. [4]
|
Gene-expression
|
Compute LDR, unweighted concatenation of LDR
|
| |
Histopathology
| |
|
Viswanath et al. [5]
|
T2-w
|
Compute LDR, combine LDR-based confusion matrices using label information
|
| |
ADC, DCE
| |
|
Tiwari et al [8]
|
T2-w MRI
|
Compute kernel representations, weighted LDR-based combination of kernels using label information
|
| |
MRS
| |
