FLamby:Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings

Autor: Terrail, J.O.D. (Jean Ogier Du), Ayed, S-S. (Samy-Safwan), Cyffers, E. (Edwige), Grimberg, F. (Felix), He, C. (Chaoyang), Loeb, R. (Regis), Mangold, P. (Paul), Marchand, T. (Tanguy), Marfoq, O. (Othmane), Mushtaq, E. (Erum), Muzellec, B. (Boris), Philippenko, C. (Constantin), Silva, S. (Santiago), Teleńczuk, M. (Maria), Albarqouni, S. (Shadi), Avestimehr, S. (Salman), Bellet, A. (Aurélien), Dieuleveut, A. (Aymeric), Jaggi, M. (Martin), Karimireddy, S.P. (Sai Praneeth), Lorenzi, M. (Marco), Neglia, G. (Giovanni), Tommasi, M. (Marc), Andreux, M. (Mathieu)

Federated Learning (FL) is a novel approach enabling several clients holding sensitive data to collaboratively train machine learning models, without centralizing data. The cross-silo FL setting corresponds to the case of few ($2$--$50$) reliable cli

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______4198::59e1d08b8cb778173e081790ebb952ff
http://hdl.handle.net/20.500.12210/80036

Effect of luteotrophic hormone (LH) and thymosin on mitogen-induced blast transformation of Balb/c mouse lymphoid cells

Autor: M. Rouabhia, P. Deschaux, Z. Ghanmi, J. Chakir, O. Othmane

Publikováno v: Life sciences. 46(4)

The present study investigates the effect of a pituitary hormone (LH) and a thymic factor (Thymosin Fraction 5 = TF5) on in vitro and in vivo spleen cell proliferative response of 2, 6 and 8-month-old Balb/c mice. In vitro experiments showed that the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::87b31270a8fd532e20be3a714d8d4641
https://pubmed.ncbi.nlm.nih.gov/2304370

A new immunomodulator, LF 1695 — I. in vitro effects on the T lymphocyte lineage in man

Autor: K. Sanhadji, O. Othmane, M. Pascal, Jean-Louis Touraine

Publikováno v: International Journal of Immunopharmacology. 7:543-548

A new immunomodulator, LF 1695, was analyzed in vitro for its capacity to induce T cell markers (HTLA and OKT3, 4 and 8 antigens), to enhance the mitogen-induced lymphocyte proliferation, and to increase the Con A-induced suppressor activity. The ind

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1ecac68e4fab712dc1546b21f5301c0a
https://doi.org/10.1016/0192-0561(85)90074-8

Effects of metal ions on cyprinid fish immune response: In vitro effects of Zn2+ and Mn2+ on the mitogenic response of carp pronephros lymphocytes

Autor: P.A. Deschaux, M. Rouabhia, Z. Ghanmi, O. Othmane

Publikováno v: Ecotoxicology and Environmental Safety
Ecotoxicology and Environmental Safety, Elsevier, 1989, 17 (2), pp.183-189. ⟨10.1016/0147-6513(89)90037-7⟩

International audience; Lymphocytes from the pronephros of carp (Cyprinus carpio L) have been subjected to transformation by mitogens, concanavalin A (Con A), phytohemagglutinin (PHA), and lipopolysaccharides (LPS), with Zn or Mn at varying concentra

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::19658990b640b2cd6501ae6dc3d8119d
https://hal-riip.archives-ouvertes.fr/pasteur-02043718

5.3 Effects of metal ions on cyprinid fish immune response: in vitro effects of Zn2+ and Mn2+ on the mitogenic reponse of carp pronephros lymphocytes

Autor: O. Othmane, Z. Ghanmi, P. Deschaux, M. Rouabhia

Publikováno v: Developmental & Comparative Immunology. 13:398

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1265349e81a24a202deeceaea199293d
https://doi.org/10.1016/0145-305x(89)90115-8