O. Grisel

发表

Scikit-learn: Machine Learning in Python

Gaël Varoquaux, Bertrand Thirion, Ron Weiss, 2011, J. Mach. Learn. Res..

Independent consultant pdf

Gilles Louppe, Gaël Varoquaux, Vlad Niculae, 2013 .

Prediction and inference diverge in biomedicine: Simulations and real-world data

Danilo Bzdok, Gaël Varoquaux, Bertrand Thirion, 2018, bioRxiv.

International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium

Brett K. Beaulieu-Jones, Jeffrey G. Klann, Robert W. Follett, 2020, npj Digital Medicine.

Brain‐based ranking of cognitive domains to predict schizophrenia

G. Varoquaux, B. Thirion, O. Grisel, 2019, Human brain mapping.

Brain-based ranking of cognitive domains to predict schizophrenia

G. Varoquaux, B. Thirion, O. Grisel, 2019 .

Securing Trustworthy Digital Repositories

G. Varoquaux, A. Gramfort, V. Michel, 2016 .

International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium

Brett K. Beaulieu-Jones, Jeffrey G. Klann, Robert W. Follett, 2020, npj Digital Medicine.

Software and Platforms - Scikit learn

Gaël Varoquaux, Bertrand Thirion, Alexandre Gramfort, 2013 .

Distributed machine learning in Python

Olivier Grisel, O. Grisel, 2016 .

International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality

Jason W. Moore, Brett K. Beaulieu-Jones, Florence T. Bourgeois, 2022, npj Digital Medicine.

Letter: severe COVID‐19 infection and biologic therapies—a cohort study of 7 808 patients in France

A. Amiot, O. Grisel, N. Garcelon, 2020, Alimentary pharmacology & therapeutics.

New Software and Platforms - Scikit learn

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2014 .

Association of Antihypertensive Agents with the Risk of In-Hospital Death in Patients with Covid-19

G. Varoquaux, O. Grisel, A. Burgun, 2020, Cardiovascular Drugs and Therapy.

Hydroxychloroquine with or without azithromycin and in-hospital mortality or discharge in patients hospitalized for COVID-19 infection: a cohort study of 4,642 in-patients in France

G. Varoquaux, O. Grisel, M. Lavielle, 2020, medRxiv.

scikit-learn: Just a test

Manoj Kumar, Gilles Louppe, Jake Vanderplas, 2015 .

External validation of prognostic scores for COVID-19: a multicenter cohort study of patients hospitalized in Greater Paris University Hospitals

G. Varoquaux, O. Grisel, A. Burgun, 2021, Intensive Care Medicine.

Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19

Jason W. Moore, Brett K. Beaulieu-Jones, Florence T. Bourgeois, 2021, Scientific Reports.

Evolving phenotypes of non-hospitalized patients that indicate long COVID

Jason W. Moore, Brett K. Beaulieu-Jones, Tiago K. Colicchio, 2021, BMC Medicine.

Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic

Jason W. Moore, Florence T. Bourgeois, Tiago K. Colicchio, 2022, JAMA network open.

Association Between FIASMAs and Reduced Risk of Intubation or Death in Individuals Hospitalized for Severe COVID‐19: An Observational Multicenter Study

G. Varoquaux, O. Grisel, N. Hoertel, 2021, Clinical pharmacology and therapeutics.

International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium

Jeffrey G. Klann, Robert W. Follett, I. Krantz, 2020, npj Digital Medicine.

Formal Models of the Network Co-occurrence Underlying Mental Operations

Danilo Bzdok, Michael Eickenberg, Gaël Varoquaux, 2016, PLoS Comput. Biol..

Principal Component Regression Predicts Functional Responses across Individuals

Gaël Varoquaux, Bertrand Thirion, Cyril Poupon, 2014, MICCAI.

Scikit-learn: Machine Learning Without Learning the Machinery

Gilles Louppe, Gaël Varoquaux, Lars Buitinck, 2015, GETMBL.

Risk of Death in Individuals Hospitalized for COVID-19 With and Without Psychiatric Disorders: An Observational Multicenter Study in France

M. Leboyer, G. Varoquaux, O. Grisel, 2022, Biological Psychiatry Global Open Science.

Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study

Jason W. Moore, Brett K. Beaulieu-Jones, Florence T. Bourgeois, 2022, eClinicalMedicine.

Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data

Danilo Bzdok, Michael Eickenberg, Gaël Varoquaux, 2015, NIPS.

sphinx-gallery/sphinx-gallery: Release v0.7.0

Alyssa M. Batula, jaeilepp, G. Varoquaux, 2020 .

Scikit-learn: Machine Learning Without Learning the Machinery

Fabian Pedregosa, G. Varoquaux, O. Grisel, 2015, GETMBL.

scikit-learn/scikit-learn: scikit-learn 0.23.2

Johannes L. Schönberger, Tom Dupré la Tour, Eustache, 2020 .

Brain-based ranking of cognitive domains to predict schizophrenia

G. Varoquaux, B. Thirion, O. Grisel, 2018, bioRxiv.

Independent consultant

Fabian Pedregosa, G. Varoquaux, O. Grisel, 2013 .

Relating Brain Structures To Open-Ended Descriptions Of Cognition

Fabian M. Suchanek, Gaël Varoquaux, Bertrand Thirion, 2017 .