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Page 1
A high-risk retinoblastoma subtype with stemness features, dedifferentiated cone states and neuronal/ganglion cell gene expression.
Liu J, Ottaviani D, Sefta M, Desbrousses C, Chapeaublanc E, Aschero R, Sirab N, Lubieniecki F, Lamas G, Tonon L, Dehainault C, Hua C, Fréneaux P, Reichman S, Karboul N, Biton A, Mirabal-Ortega L, Larcher M, Brulard C, Arrufat S, Nicolas A, Elarouci N, Popova T, Némati F, Decaudin D, Gentien D, Baulande S, Mariani O, Dufour F, Guibert S, Vallot C, Rouic LL, Matet A, Desjardins L, Pascual-Pasto G, Suñol M, Catala-Mora J, Llano GC, Couturier J, Barillot E, Schaiquevich P, Gauthier-Villars M, Stoppa-Lyonnet D, Golmard L, Houdayer C, Brisse H, Bernard-Pierrot I, Letouzé E, Viari A, Saule S, Sastre-Garau X, Doz F, Carcaboso AM, Cassoux N, Pouponnot C, Goureau O, Chantada G, de Reyniès A, Aerts I, Radvanyi F. Liu J, et al. Among authors: sefta m. Nat Commun. 2021 Sep 22;12(1):5578. doi: 10.1038/s41467-021-25792-0. Nat Commun. 2021. PMID: 34552068 Free PMC article.
A Parent-of-Origin Effect Impacts the Phenotype in Low Penetrance Retinoblastoma Families Segregating the c.1981C>T/p.Arg661Trp Mutation of RB1.
Eloy P, Dehainault C, Sefta M, Aerts I, Doz F, Cassoux N, Lumbroso le Rouic L, Stoppa-Lyonnet D, Radvanyi F, Millot GA, Gauthier-Villars M, Houdayer C. Eloy P, et al. Among authors: sefta m. PLoS Genet. 2016 Feb 29;12(2):e1005888. doi: 10.1371/journal.pgen.1005888. eCollection 2016 Feb. PLoS Genet. 2016. PMID: 26925970 Free PMC article.
A deep learning model to predict RNA-Seq expression of tumours from whole slide images.
Schmauch B, Romagnoni A, Pronier E, Saillard C, Maillé P, Calderaro J, Kamoun A, Sefta M, Toldo S, Zaslavskiy M, Clozel T, Moarii M, Courtiol P, Wainrib G. Schmauch B, et al. Among authors: sefta m. Nat Commun. 2020 Aug 3;11(1):3877. doi: 10.1038/s41467-020-17678-4. Nat Commun. 2020. PMID: 32747659 Free PMC article.
Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients.
Lassau N, Ammari S, Chouzenoux E, Gortais H, Herent P, Devilder M, Soliman S, Meyrignac O, Talabard MP, Lamarque JP, Dubois R, Loiseau N, Trichelair P, Bendjebbar E, Garcia G, Balleyguier C, Merad M, Stoclin A, Jegou S, Griscelli F, Tetelboum N, Li Y, Verma S, Terris M, Dardouri T, Gupta K, Neacsu A, Chemouni F, Sefta M, Jehanno P, Bousaid I, Boursin Y, Planchet E, Azoulay M, Dachary J, Brulport F, Gonzalez A, Dehaene O, Schiratti JB, Schutte K, Pesquet JC, Talbot H, Pronier E, Wainrib G, Clozel T, Barlesi F, Bellin MF, Blum MGB. Lassau N, et al. Among authors: sefta m. Nat Commun. 2021 Jan 27;12(1):634. doi: 10.1038/s41467-020-20657-4. Nat Commun. 2021. PMID: 33504775 Free PMC article.
Validation of MSIntuit as an AI-based pre-screening tool for MSI detection from colorectal cancer histology slides.
Saillard C, Dubois R, Tchita O, Loiseau N, Garcia T, Adriansen A, Carpentier S, Reyre J, Enea D, von Loga K, Kamoun A, Rossat S, Wiscart C, Sefta M, Auffret M, Guillou L, Fouillet A, Kather JN, Svrcek M. Saillard C, et al. Among authors: sefta m. Nat Commun. 2023 Nov 6;14(1):6695. doi: 10.1038/s41467-023-42453-6. Nat Commun. 2023. PMID: 37932267 Free PMC article.
Deep learning-based classification of mesothelioma improves prediction of patient outcome.
Courtiol P, Maussion C, Moarii M, Pronier E, Pilcer S, Sefta M, Manceron P, Toldo S, Zaslavskiy M, Le Stang N, Girard N, Elemento O, Nicholson AG, Blay JY, Galateau-Sallé F, Wainrib G, Clozel T. Courtiol P, et al. Among authors: sefta m. Nat Med. 2019 Oct;25(10):1519-1525. doi: 10.1038/s41591-019-0583-3. Epub 2019 Oct 7. Nat Med. 2019. PMID: 31591589
An artificial intelligence model predicts the survival of solid tumour patients from imaging and clinical data.
Schutte K, Brulport F, Harguem-Zayani S, Schiratti JB, Ghermi R, Jehanno P, Jaeger A, Alamri T, Naccache R, Haddag-Miliani L, Orsi T, Lamarque JP, Hoferer I, Lawrance L, Benatsou B, Bousaid I, Azoulay M, Verdon A, Bidault F, Balleyguier C, Aubert V, Bendjebbar E, Maussion C, Loiseau N, Schmauch B, Sefta M, Wainrib G, Clozel T, Ammari S, Lassau N. Schutte K, et al. Among authors: sefta m. Eur J Cancer. 2022 Oct;174:90-98. doi: 10.1016/j.ejca.2022.06.055. Epub 2022 Aug 16. Eur J Cancer. 2022. PMID: 35985252 Free article.