Gael Varoquaux
Overview
Explore the profile of Gael Varoquaux including associated specialties, affiliations and a list of published articles.
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96
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Recent Articles
11.
Liu Y, Varoquaux G
Biol Psychiatry
. 2022 May;
91(11):916-917.
PMID: 35589311
No abstract available.
12.
Menuet R, Meudec R, Dockes J, Varoquaux G, Thirion B
Sci Rep
. 2022 Apr;
12(1):7050.
PMID: 35488032
Associating brain systems with mental processes requires statistical analysis of brain activity across many cognitive processes. These analyses typically face a difficult compromise between scope-from domain-specific to system-level analysis-and accuracy....
13.
Perez-Lebel A, Varoquaux G, Le Morvan M, Josse J, Poline J
Gigascience
. 2022 Apr;
11.
PMID: 35426912
Background: As databases grow larger, it becomes harder to fully control their collection, and they frequently come with missing values. These large databases are well suited to train machine learning...
14.
Varoquaux G, Cheplygina V
NPJ Digit Med
. 2022 Apr;
5(1):48.
PMID: 35413988
Research in computer analysis of medical images bears many promises to improve patients' health. However, a number of systematic challenges are slowing down the progress of the field, from limitations...
15.
Traut N, Heuer K, Lemaitre G, Beggiato A, Germanaud D, Elmaleh M, et al.
Neuroimage
. 2022 Apr;
255:119171.
PMID: 35413445
MRI has been extensively used to identify anatomical and functional differences in Autism Spectrum Disorder (ASD). Yet, many of these findings have proven difficult to replicate because studies rely on...
16.
Chyzhyk D, Varoquaux G, Milham M, Thirion B
Gigascience
. 2022 Mar;
11.
PMID: 35277962
Background: With increasing data sizes and more easily available computational methods, neurosciences rely more and more on predictive modeling with machine learning, e.g., to extract disease biomarkers. Yet, a successful...
17.
Kiar G, Chatelain Y, de Oliveira Castro P, Petit E, Rokem A, Varoquaux G, et al.
PLoS One
. 2021 Nov;
16(11):e0250755.
PMID: 34724000
The analysis of brain-imaging data requires complex processing pipelines to support findings on brain function or pathologies. Recent work has shown that variability in analytical decisions, small amounts of noise,...
18.
Dadi K, Varoquaux G, Houenou J, Bzdok D, Thirion B, Engemann D
Gigascience
. 2021 Oct;
10(10).
PMID: 34651172
Background: Biological aging is revealed by physical measures, e.g., DNA probes or brain scans. In contrast, individual differences in mental function are explained by psychological constructs, e.g., intelligence or neuroticism....
19.
Dockes J, Varoquaux G, Poline J
Gigascience
. 2021 Sep;
10(9).
PMID: 34585237
Machine learning brings the hope of finding new biomarkers extracted from cohorts with rich biomedical measurements. A good biomarker is one that gives reliable detection of the corresponding condition. However,...
20.
Levitis E, Gould van Praag C, Gau R, Heunis S, DuPre E, Kiar G, et al.
Gigascience
. 2021 Aug;
10(8).
PMID: 34414422
As the global health crisis unfolded, many academic conferences moved online in 2020. This move has been hailed as a positive step towards inclusivity in its attenuation of economic, physical,...