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Table 2 Summary of the three clinical problems and data cohorts utilized to evaluate the GFA

From: Dimensionality reduction-based fusion approaches for imaging and non-imaging biomedical data: concepts, workflow, and use-cases

Dataset # Studies Modalities Clinical problem addressed
S 1 77 T1-w MRI, protein-expression Differentiating Alzheimer’s patients from normal subjects
S 2 40 Histology, protein expression profiles Predicting biochemical recurrence in prostate cancer
S 3 36 (3000 voxels) T2-w MRI, MR spectroscopy Detecting prostate cancer on a per-voxel basis