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Spectral Graph Wavelet Transform as Feature Extractor for Machine Learning in...
Graph Signal Processing has become a very useful framework for signal operations and representations defined on irregular domains. Exploiting transformations that are defined on... -
Brain dataset
The dataset used in the paper is the Brain dataset, which contains the functional magnetic resonance imaging (fMRI) data of 50 subjects from the Human Connectome Project. -
Automatic Segmentation of the Spinal Cord and Intramedullary Multiple Scleros...
The dataset used in the paper for automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions. -
White Matter Lesions Dataset
The dataset used in this paper for reconstructing white matter lesions in the brain. -
Neurosynth
A dataset of fMRI studies for the study of brain mapping and cognitive ontologies. -
HIV dataset
The dataset used in the paper is a combination of single cell RNAseq/ATACseq profiles for 74,031 individual HIV infected cells from two different donors. -
Autism Brain Imaging Data Exchange (ABIDE)
The Autism Brain Imaging Data Exchange (ABIDE) dataset contains resting-state functional magnetic resonance imaging (R-fMRI) and structural MRI (sMRI) data from 1112 individuals... -
Strategic Research Program for Brain Science (SRPBS)
The Strategic Research Program for Brain Science (SRPBS) dataset contains T1-weighted structural MRIs acquired from 9 healthy traveling subjects across 12 scanners/settings. -
Open Big Healthy Brains (OpenBHB)
The Open Big Healthy Brains (OpenBHB) dataset contains T1-weighted MRIs from healthy subjects acquired from over 58 centers globally. -
ATLAS dataset for stroke lesion segmentation
A large, curated, open-source stroke neuroimaging dataset to improve lesion segmentation algorithms, focusing on stroke lesions in brain MRI images. -
NTU-90 brain atlas
NTU-90 brain atlas -
MRBrainS18 dataset
The dataset used for self-supervised learning of 3D medical images. -
FBIRN dataset
The rs-fMRI data that is used for age regression and sex prediction are subjects without any diagnoses or self-reported illnesses (n = 12, 314). -
Multi-shell Human Dataset
A dataset for testing the proposed method for sparse spherical deconvolution. -
Tractometer Benchmark
A dataset for testing the proposed method for sparse spherical deconvolution. -
Human Connectome Project (HCP)
The Human Connectome Project (HCP) dataset, containing cortical surface meshes and metrics (sulcal depth, curvature, cortical thickness and T1w/T2w myelination) derived from T1-...