Arthur Mensch

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Publications

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Potential pitfalls in the use of real-world data for studying long COVID

Harrison G Zhang , Jacqueline P Honerlaw , Monika Maripuri , Malarkodi Jebathilagam Samayamuthu , Brendin R Beaulieu-Jones et al.

Nature Medicine, 2023, 29 (5), pp.1040-1043. ⟨10.1038/s41591-023-02274-y⟩

Article dans une revue hal-04575574v1

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

Griffin Weber , Chuan Hong , Zongqi Xia , Nathan Palmer , Paul Avillach et al.

npj Digital Medicine, 2022, 5 (1), pp.74. ⟨10.1038/s41746-022-00601-0⟩

Article dans une revue hal-03886991v1
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Predictive usefulness of RT-PCR testing in different patterns of Covid-19 symptomatology: analysis of a French cohort of 12,810 outpatients

Caroline Apra , Charlotte Caucheteux , Arthur Mensch , Jenny Mansour , Mélodie Bernaux et al.

Scientific Reports, 2021, 11, pp.21233. ⟨10.1038/s41598-021-99991-6⟩

Article dans une revue hal-03895166v1
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Clinical characteristics and factors associated with hospital admission or death in 43,103 adult outpatients with COVID-19 managed with the Covidom telesurveillance solution: a prospective cohort study

Youri Yordanov , Aurélien Dinh , Alexandre Bleibtreu , Arthur Mensch , François-Xavier Lescure et al.

Clinical Microbiology and Infection, 2021, ⟨10.1016/j.cmi.2021.04.010⟩

Article dans une revue hal-03213575v1

Evolving phenotypes of non-hospitalized patients that indicate long COVID

Hossein Estiri , Zachary Strasser , Gabriel Brat , Yevgeniy Semenov , Chirag Patel et al.

BMC Medicine, 2021, 19 (1), pp.249. ⟨10.1186/s12916-021-02115-0⟩

Article dans une revue hal-03476717v1

International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries

Florence Bourgeois , Alba Gutiérrez-Sacristán , Mark Keller , Molei Liu , Chuan Hong et al.

JAMA Network Open, 2021, 4 (6), pp.e2112596. ⟨10.1001/jamanetworkopen.2021.12596⟩

Article dans une revue hal-03476737v1

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

Trang Le , Alba Gutiérrez-Sacristán , Jiyeon Son , Chuan Hong , Andrew South et al.

Scientific Reports, 2021, 11 (1), pp.20238. ⟨10.1038/s41598-021-99481-9⟩

Article dans une revue hal-03476703v1
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Extracting representations of cognition across neuroimaging studies improves brain decoding

Arthur Mensch , Julien Mairal , Bertrand Thirion , Gaël Varoquaux

PLoS Computational Biology, 2021, 17 (5), pp.e1008795:1-20. ⟨10.1371/journal.pcbi.1008795⟩

Article dans une revue hal-01874713v3
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External validation of prognostic scores for COVID-19: a multicenter cohort study of patients hospitalized in Greater Paris University Hospitals

Yannis Lombardi , Loris Azoyan , Piotr Szychowiak , Ali Bellamine , Guillaume Lemaitre et al.

Intensive Care Medicine, 2021, 47 (12), pp.1426-1439. ⟨10.1007/s00134-021-06524-w⟩

Article dans une revue hal-03967472v2

Obesity Doubles Mortality in Patients Hospitalized for Severe Acute Respiratory Syndrome Coronavirus 2 in Paris Hospitals, France: A Cohort Study on 5,795 Patients

Sébastien Czernichow , Nathanael Beeker , Claire Rives‐lange , Emmanuel Guerot , Jean‐luc Diehl et al.

Obesity, 2020, 28 (12), pp.2282-2289. ⟨10.1002/oby.23014⟩

Article dans une revue hal-03677189v1
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Fine-grain atlases of functional modes for fMRI analysis

Kamalaker Dadi , Gaël Varoquaux , Antonia Machlouzarides-Shalit , Krzysztof J. Gorgolewski , Demian Wassermann et al.

NeuroImage, 2020, 221, pp.117126

Article dans une revue hal-02904869v1
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International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium

Gabriel A. Brat , Griffin M. Weber , Nils Gehlenborg , Paul Avillach , Nathan P. Palmer et al.

npj Digital Medicine, 2020, 3 (1), pp.#109. ⟨10.1038/s41746-020-00308-0⟩

Article dans une revue hal-02918344v1
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Stochastic Subsampling for Factorizing Huge Matrices

Arthur Mensch , Julien Mairal , Bertrand Thirion , Gaël Varoquaux

IEEE Transactions on Signal Processing, 2018, 66 (1), pp.113-128. ⟨10.1109/TSP.2017.2752697⟩

Article dans une revue hal-01431618v3
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Extragradient with player sampling for faster Nash equilibrium finding

Samy Jelassi , Carles Domingo-Enrich , Damien Scieur , Arthur Mensch , Joan Bruna

Proceedings of the International Conference on Machine Learning, 2020, Vienna, Austria

Communication dans un congrès hal-02142598v5
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Geometric Losses for Distributional Learning

Arthur Mensch , Mathieu Blondel , Gabriel Peyré

Proceedings of the International Conference on Machine Learning, 2019, Long Beach, United States

Communication dans un congrès hal-02129281v1
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Differentiable Dynamic Programming for Structured Prediction and Attention

Arthur Mensch , Mathieu Blondel

35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden

Communication dans un congrès hal-01809550v2
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Learning Neural Representations of Human Cognition across Many fMRI Studies

Arthur Mensch , Julien Mairal , Danilo Bzdok , Bertrand Thirion , Gaël Varoquaux

Neural Information Processing Systems, Dec 2017, Long Beach, United States

Communication dans un congrès hal-01626823v3
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Dictionary Learning for Massive Matrix Factorization

Arthur Mensch , Julien Mairal , Bertrand Thirion , Gaël Varoquaux

International Conference on Machine Learning, Jun 2016, New York, United States. pp.1737-1746

Communication dans un congrès hal-01308934v2
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Subsampled online matrix factorization with convergence guarantees

Arthur Mensch , Julien Mairal , Gaël Varoquaux , Bertrand Thirion

NIPS Workshop on Optimization for Machine Learning, Dec 2016, Barcelone, Spain

Communication dans un congrès hal-01405058v1
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Learning brain regions via large-scale online structured sparse dictionary-learning

Elvis Dohmatob , Arthur Mensch , Gaël Varoquaux , Bertrand Thirion

Neural Information Processing Systems (NIPS), Dec 2016, Barcelona, Spain

Communication dans un congrès hal-01369134v3
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Compressed Online Dictionary Learning for Fast Resting-State fMRI Decomposition

Arthur Mensch , Gaël Varoquaux , Bertrand Thirion

International Symposium on Biomedical Imaging, IEEE, Apr 2016, Prague, Czech Republic. pp.1282-1285, ⟨10.1109/ISBI.2016.7493501⟩

Communication dans un congrès hal-01271033v2
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IA : Notre Ambition Pour La France

Philippe Aghion , Anne Bouverot , Arno Amabile , Cyprien Canivenc , Gilles Babinet et al.

Gouvernement Français. 2024

Rapport (rapport d’expertise collective) hal-04825691v1
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Learning representations from functional MRI data

Arthur Mensch

Machine Learning [stat.ML]. Université Paris Saclay (COmUE), 2018. English. ⟨NNT : 2018SACLS300⟩

Thèse tel-01891633v1