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Page 1
How Machine Learning Will Transform Biomedicine.
Goecks J, Jalili V, Heiser LM, Gray JW. Goecks J, et al. Cell. 2020 Apr 2;181(1):92-101. doi: 10.1016/j.cell.2020.03.022. Cell. 2020. PMID: 32243801 Free PMC article. Review.
Expanding the Galaxy's reference data.
VijayKrishna N, Joshi J, Coraor N, Hillman-Jackson J, Bouvier D, van den Beek M, Eguinoa I, Coppens F, Davis J, Stolarczyk M, Sheffield NC, Gladman S, Cuccuru G, Grüning B, Soranzo N, Rasche H, Langhorst BW, Bernt M, Fornika D, de Lima Morais DA, Barrette M, van Heusden P, Petrillo M, Puertas-Gallardo A, Patak A, Hotz HR, Blankenberg D. VijayKrishna N, et al. Bioinform Adv. 2022 Apr 29;2(1):vbac030. doi: 10.1093/bioadv/vbac030. eCollection 2022. Bioinform Adv. 2022. PMID: 35669346 Free PMC article.
Galaxy Training: A powerful framework for teaching!
Hiltemann S, Rasche H, Gladman S, Hotz HR, Larivière D, Blankenberg D, Jagtap PD, Wollmann T, Bretaudeau A, Goué N, Griffin TJ, Royaux C, Le Bras Y, Mehta S, Syme A, Coppens F, Droesbeke B, Soranzo N, Bacon W, Psomopoulos F, Gallardo-Alba C, Davis J, Föll MC, Fahrner M, Doyle MA, Serrano-Solano B, Fouilloux AC, van Heusden P, Maier W, Clements D, Heyl F; Galaxy Training Network; Grüning B, Batut B. Hiltemann S, et al. PLoS Comput Biol. 2023 Jan 9;19(1):e1010752. doi: 10.1371/journal.pcbi.1010752. eCollection 2023 Jan. PLoS Comput Biol. 2023. PMID: 36622853 Free PMC article.
Machine learning links T cell function and spatial localization to neoadjuvant immunotherapy and clinical outcome in pancreatic cancer.
Blise KE, Sivagnanam S, Betts CB, Betre K, Kirchberger N, Tate B, Furth EE, Dias Costa A, Nowak JA, Wolpin BM, Vonderheide RH, Goecks J, Coussens LM, Byrne KT. Blise KE, et al. bioRxiv [Preprint]. 2023 Oct 23:2023.10.20.563335. doi: 10.1101/2023.10.20.563335. bioRxiv. 2023. Update in: Cancer Immunol Res. 2024 May 2;12(5):544-558. doi: 10.1158/2326-6066.CIR-23-0873. PMID: 37961410 Free PMC article. Updated. Preprint.
Scalable, accessible and reproducible reference genome assembly and evaluation in Galaxy.
Larivière D, Abueg L, Brajuka N, Gallardo-Alba C, Grüning B, Ko BJ, Ostrovsky A, Palmada-Flores M, Pickett BD, Rabbani K, Antunes A, Balacco JR, Chaisson MJP, Cheng H, Collins J, Couture M, Denisova A, Fedrigo O, Gallo GR, Giani AM, Gooder GM, Horan K, Jain N, Johnson C, Kim H, Lee C, Marques-Bonet T, O'Toole B, Rhie A, Secomandi S, Sozzoni M, Tilley T, Uliano-Silva M, van den Beek M, Williams RW, Waterhouse RM, Phillippy AM, Jarvis ED, Schatz MC, Nekrutenko A, Formenti G. Larivière D, et al. Nat Biotechnol. 2024 Mar;42(3):367-370. doi: 10.1038/s41587-023-02100-3. Nat Biotechnol. 2024. PMID: 38278971 Free PMC article. No abstract available.
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