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Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data.
Thölke P, Mantilla-Ramos YJ, Abdelhedi H, Maschke C, Dehgan A, Harel Y, Kemtur A, Mekki Berrada L, Sahraoui M, Young T, Bellemare Pépin A, El Khantour C, Landry M, Pascarella A, Hadid V, Combrisson E, O'Byrne J, Jerbi K. Thölke P, et al. Among authors: jerbi k. Neuroimage. 2023 Aug 15;277:120253. doi: 10.1016/j.neuroimage.2023.120253. Epub 2023 Jun 28. Neuroimage. 2023. PMID: 37385392 Free article.
One hundred years of EEG for brain and behaviour research.
Mushtaq F, Welke D, Gallagher A, Pavlov YG, Kouara L, Bosch-Bayard J, van den Bosch JJF, Arvaneh M, Bland AR, Chaumon M, Borck C, He X, Luck SJ, Machizawa MG, Pernet C, Puce A, Segalowitz SJ, Rogers C, Awais M, Babiloni C, Bailey NW, Baillet S, Bendall RCA, Brady D, Bringas-Vega ML, Busch NA, Calzada-Reyes A, Chatard A, Clayson PE, Cohen MX, Cole J, Constant M, Corneyllie A, Coyle D, Cruse D, Delis I, Delorme A, Fair D, Falk TH, Gamer M, Ganis G, Gloy K, Gregory S, Hassall CD, Hiley KE, Ivry RB, Jerbi K, Jenkins M, Kaiser J, Keil A, Knight RT, Kochen S, Kotchoubey B, Krigolson OE, Langer N, Liesefeld HR, Lippé S, London RE, MacNamara A, Makeig S, Marinovic W, Martínez-Montes E, Marzuki AA, Mathew RK, Michel C, Millán JDR, Mon-Williams M, Morales-Chacón L, Naar R, Nilsonne G, Niso G, Nyhus E, Oostenveld R, Paul K, Paulus W, Pfabigan DM, Pourtois G, Rampp S, Rausch M, Robbins K, Rossini PM, Ruzzoli M, Schmidt B, Senderecka M, Srinivasan N, Stegmann Y, Thompson PM, Valdes-Sosa M, van der Molen MJW, Veniero D, Verona E, Voytek B, Yao D, Evans AC, Valdes-Sosa P. Mushtaq F, et al. Among authors: jerbi k. Nat Hum Behav. 2024 Aug;8(8):1437-1443. doi: 10.1038/s41562-024-01941-5. Nat Hum Behav. 2024. PMID: 39174725 Free article. No abstract available.
94 results