Gaël Varoquaux
Researcher Next ID · RN-023245
Researcher · Neuroscience
Institut national de recherche en sciences et technologies du numérique
Le Chesnay-Rocquencourt, France
- Works count
- 434
- Citation count
- 96,527
- H-index
- 60
- i10-index
- 173
Research interests
Publications
Understanding metric-related pitfalls in image analysis validation
Nature Methods · 2024 · https://doi.org/10.1038/s41592-023-02150-0
Metrics reloaded: recommendations for image analysis validation
Nature Methods · 2024 · https://doi.org/10.1038/s41592-023-02151-z
Machine learning for medical imaging: methodological failures and recommendations for the future
npj Digital Medicine · 2022 · https://doi.org/10.1038/s41746-022-00592-y
Establishment of Best Practices for Evidence for Prediction
JAMA Psychiatry · 2019 · https://doi.org/10.1001/jamapsychiatry.2019.3671
Benchmarking functional connectome-based predictive models for resting-state fMRI
NeuroImage · 2019 · https://doi.org/10.1016/j.neuroimage.2019.02.062
BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods
Zurich Open Repository and Archive (University of Zurich) · 2017 · https://doi.org/10.1371/journal.pcbi.1005209
Seeing it all: Convolutional network layers map the function of the human visual system
NeuroImage · 2016 · https://doi.org/10.1016/j.neuroimage.2016.10.001
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example
NeuroImage · 2016 · 10.1016/j.neuroimage.2016.10.045
Predicting brain-age from multimodal imaging data captures cognitive impairment
NeuroImage · 2016 · https://doi.org/10.1016/j.neuroimage.2016.11.005
The brain imaging data structure, a format for organizing and describing outputs of neuroimaging experiments
Scientific Data · 2016 · https://doi.org/10.1038/sdata.2016.44
Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines
NeuroImage · 2016 · https://doi.org/10.1016/j.neuroimage.2016.10.038
Scikit-learn
GetMobile Mobile Computing and Communications · 2015 · 10.1145/2786984.2786995
NeuroVault.org: a web-based repository for collecting and sharing unthresholded statistical maps of the human brain
Frontiers in Neuroinformatics · 2015 · https://doi.org/10.3389/fninf.2015.00008
Machine learning for neuroimaging with scikit-learn
Frontiers in Neuroinformatics · 2014 · https://doi.org/10.3389/fninf.2014.00014
Scikit-learn: Machine Learning in Python
ORBi (University of Liège) · 2012 · https://doi.org/10.48550/arxiv.1201.0490
Mayavi: 3D Visualization of Scientific Data
Computing in Science & Engineering · 2011 · 10.1109/mcse.2011.35
The NumPy Array: A Structure for Efficient Numerical Computation
Computing in Science & Engineering · 2011 · https://doi.org/10.1109/mcse.2011.37
Current projects
No projects listed.