Zobrazeno 1 - 8 of 8 pro vyhledávání: '"Jérémy Magnanensi"'
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Akademický článek
New Developments in Sparse PLS Regression
Autor: Jérémy Magnanensi, Myriam Maumy-Bertrand, Nicolas Meyer, Frédéric Bertrand
Publikováno v: Frontiers in Applied Mathematics and Statistics, Vol 7 (2021)
Methods based on partial least squares (PLS) regression, which has recently gained much attention in the analysis of high-dimensional genomic datasets, have been developed since the early 2000s for performing variable selection. Most of these techniq
Externí odkaz: https://doaj.org/article/0a8ab28962a346b5bc74e0bb4189d93c
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2
1174-P: Application of NIS4 Technology for Stand-Alone and Sequential Identification of At-Risk NASH or Advanced Fibrosis in Nondiabetic, Prediabetic, and Type 2 Diabetic Patients
Autor: Arun J. Sanyal, Nicolas Stankovic-Valentin, Jérémy Magnanensi, Yacine Hajji, Christian Rosenquist, Suneil Hosmane
Publikováno v: Diabetes. 70
Background: Type 2 diabetes (T2D) is an independent risk factor for the development of nonalcoholic steatohepatitis (NASH. However, there is a need for non-invasive tests (NIT) to identify at-risk NASH patients requiring intense lifestyle or clinical
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::510211b2d4676652788c8dd854e07059
https://doi.org/10.2337/db21-1174-p
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3
A blood-based biomarker panel (NIS4) for non-invasive diagnosis of non-alcoholic steatohepatitis and liver fibrosis: a prospective derivation and global validation study
Autor: Pierre Bedossa, Rémy Hanf, John Brozek, Quentin M. Anstee, G. Cordonnier, Yacine Hajji, Pierre Chaumat, Raphaël Darteil, Jérôme Boursier, Dam Noémie, S. Megnien, Roman Liebe, Suneil Hosmane, Jérémy Magnanensi, Stephen A. Harrison, A. Roudot, Bart Staels, Vlad Ratziu, Dean W. Hum, Sven Francque, Arun J. Sanyal, Zouher Majd, Fouad Ben Sudrik
Publikováno v: The Lancet Gastroenterology and Hepatology
The Lancet Gastroenterology and Hepatology, Elsevier, 2020, 5 (11), pp.970-985. ⟨10.1016/S2468-1253(20)30252-1⟩
Lancet gastroenterology & hepatology
Summary Background Non-invasive tests that can identify patients with non-alcoholic steatohepatitis (NASH) at higher risk of disease progression are lacking. We report the development and validation of a blood-based diagnostic test to non-invasively
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f9284a623f20f102f986641604e354e6
https://hal.univ-angers.fr/hal-03284308
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4
Akademický článek
Impact of age on NIS2+™ and other non-invasive blood tests for the evaluation of liver disease and detection of at-risk MASH
Autor: Quentin M. Anstee, Jeremy Magnanensi, Yacine Hajji, Alexandra Caron, Zouher Majd, Christian Rosenquist, Dean W. Hum, Bart Staels, Margery A. Connelly, Rohit Loomba, Stephen A. Harrison, Vlad Ratziu, Arun J. Sanyal
Publikováno v: JHEP Reports, Vol 6, Iss 4, Pp 101011- (2024)
Background & Aims: Robust performance of non-invasive tests (NITs) across ages is critical to assess liver disease among patients with metabolic dysfunction-associated liver disease (MASLD). We evaluated the impact of age on the performance of NIS2+
Externí odkaz: https://doaj.org/article/e823e08beef848c0a1ad7f05022bf9e3
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5
A new universal resample-stable bootstrap-based stopping criterion for PLS component construction
Autor: Frédéric Bertrand, Myriam Maumy-Bertrand, Nicolas Meyer, Jérémy Magnanensi
Publikováno v: Statistics and Computing. 27:757-774
We develop a new robust stopping criterion in Partial Least Squares Regressions (PLSR) components construction characterised by a high level of stability. This new criterion is defined as a universal one since it is suitable both for PLSR and its ext
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3daa36183384c5ddfac40c5eb0bf8a4c
https://doi.org/10.1007/s11222-016-9651-4
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6
A New Bootstrap-Based Stopping Criterion in PLS Components Construction
Autor: Frédéric Bertrand, Myriam Maumy-Bertrand, Jérémy Magnanensi, Nicolas Meyer
Publikováno v: PLS 2014: The Multiple Facets of Partial Least Squares and Related Methods
PLS 2014: The Multiple Facets of Partial Least Squares and Related Methods, pp.239-250, 2016, ⟨10.1007/978-3-319-40643-5_18⟩
Springer Proceedings in Mathematics & Statistics ISBN: 9783319406411
We develop a new universal stopping criterion in components construction, in the sense that it is suitable both for Partial Least Squares Regressions (PLSR) and its extension to Generalized Linear Regressions (PLSGLR). This criterion is based on a bo
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b07c149b8430cd1b6bb2d51173394364
https://hal.archives-ouvertes.fr/hal-02283528
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7
Bootstrap technique and number of PLS or PLSGLR components selection
Autor: Myriam Maumy-Bertrand, Jérémy Magnanensi, Nicolas Meyer, Frédéric Bertrand
Publikováno v: HAL
21st International Conference on Computational Statistics
21st International Conference on Computational Statistics, Aug 2014, Genève, Switzerland
International audience
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::ac784df97265e22a95657823d5ff1b7a
https://hal.archives-ouvertes.fr/hal-03577932
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