742 citations
- Johns Hopkins UniversityUS7 papers
- Duke UniversityUS4 papers
- Centre Inria de SaclayFR3 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR3 papers
- Johns Hopkins MedicineUS3 papers
- CEA Paris-SaclayFR2 papers
- Center for Translational Research in Neuroimaging and Data ScienceUS2 papers
- Concordia UniversityCA2 papers
- Georgia Institute of TechnologyUS2 papers
- Harvard UniversityUS2 papers
- InsermFR2 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
Showing 2016Show all
3 papers · 1 filter
stat.ML2016★ 742 cited
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example
Alexandre Abraham, Michael Milham, Adriana Di Martino +4
Resting-state functional Magnetic Resonance Imaging (R-fMRI) holds the promise to reveal functional biomarkers of neuropsychiatric disorders. However, extracting such biomarkers is…
stat.ML2016★ 34 cited
Discovering and Deciphering Relationships Across Disparate Data Modalities
Joshua T. Vogelstein, Eric Bridgeford, Qing Wang +3
Understanding the relationships between different properties of data, such as whether a connectome or genome has information about disease status, is becoming increasingly importan…
stat.ME2016★ 5 cited
Connectome Smoothing via Low-rank Approximations
Runze Tang, Michael Ketcha, Alexandra Badea +5
In statistical connectomics, the quantitative study of brain networks, estimating the mean of a population of graphs based on a sample is a core problem. Often, this problem is esp…