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Support vector machines for temporal classification of block design fMRI data.
LaConte S, Strother S, Cherkassky V, Anderson J, Hu X. LaConte S, et al. Among authors: strother s. Neuroimage. 2005 Jun;26(2):317-29. doi: 10.1016/j.neuroimage.2005.01.048. Epub 2005 Mar 24. Neuroimage. 2005. PMID: 15907293
This paper treats support vector machine (SVM) classification applied to block design fMRI, extending our previous work with linear discriminant analysis [LaConte, S., Anderson, J., Muley, S., Ashe, J., Frutiger, S., Rehm, K., Hansen, L.K., Yacoub, E., Hu, X. …
This paper treats support vector machine (SVM) classification applied to block design fMRI, extending our previous work with linear discrimi …
A Hybrid LDA+gCCA Model for fMRI Data Classification and Visualization.
Afshin-Pour B, Shams SM, Strother S. Afshin-Pour B, et al. Among authors: strother s. IEEE Trans Med Imaging. 2015 May;34(5):1031-41. doi: 10.1109/TMI.2014.2374074. Epub 2014 Nov 26. IEEE Trans Med Imaging. 2015. PMID: 25438304
This hybrid model is formed by a weighted summation of the optimization functions of a linear discriminate analysis (LDA) model and a generalized canonical correlation (gCCA) model (Afshin-Pour , 2012). LDA preserves the model's ability to discriminate the fMRI scans of mu …
This hybrid model is formed by a weighted summation of the optimization functions of a linear discriminate analysis (LDA) model and a genera …
Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data.
Vaccarino AL, Dharsee M, Strother S, Aldridge D, Arnott SR, Behan B, Dafnas C, Dong F, Edgecombe K, El-Badrawi R, El-Emam K, Gee T, Evans SG, Javadi M, Jeanson F, Lefaivre S, Lutz K, MacPhee FC, Mikkelsen J, Mikkelsen T, Mirotchnick N, Schmah T, Studzinski CM, Stuss DT, Theriault E, Evans KR. Vaccarino AL, et al. Among authors: strother s. Front Neuroinform. 2018 May 23;12:28. doi: 10.3389/fninf.2018.00028. eCollection 2018. Front Neuroinform. 2018. PMID: 29875648 Free PMC article.
MRI-visible perivascular space volumes, sleep duration and daytime dysfunction in adults with cerebrovascular disease.
Ramirez J, Holmes MF, Berezuk C, Kwan D, Tan B, Beaton D, Scott CJM, Ozzoude M, Gao F, Yu D, Swardfager W, Lawrence-Dewar J, Dowlatshahi D, Saposnik G, Boulos MI, Murray BJ, Symons S, Bartha R, Black SE, Swartz RH; ONDRI Investigators; Lim A. Ramirez J, et al. Sleep Med. 2021 Jul;83:83-88. doi: 10.1016/j.sleep.2021.03.043. Epub 2021 Apr 19. Sleep Med. 2021. PMID: 33991894
233 results