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Deep active learning for Interictal Ictal Injury Continuum EEG patterns.
Ge W, Jing J, An S, Herlopian A, Ng M, Struck AF, Appavu B, Johnson EL, Osman G, Haider HA, Karakis I, Kim JA, Halford JJ, Dhakar MB, Sarkis RA, Swisher CB, Schmitt S, Lee JW, Tabaeizadeh M, Rodriguez A, Gaspard N, Gilmore E, Herman ST, Kaplan PW, Pathmanathan J, Hong S, Rosenthal ES, Zafar S, Sun J, Brandon Westover M. Ge W, et al. Among authors: sun j. J Neurosci Methods. 2021 Mar 1;351:108966. doi: 10.1016/j.jneumeth.2020.108966. Epub 2020 Oct 22. J Neurosci Methods. 2021. PMID: 33131680 Free PMC article.
Expert-level sleep scoring with deep neural networks.
Biswal S, Sun H, Goparaju B, Westover MB, Sun J, Bianchi MT. Biswal S, et al. Among authors: sun j, sun h. J Am Med Inform Assoc. 2018 Dec 1;25(12):1643-1650. doi: 10.1093/jamia/ocy131. J Am Med Inform Assoc. 2018. PMID: 30445569 Free PMC article.
Automated Annotation of Epileptiform Burden and Its Association with Outcomes.
Zafar SF, Rosenthal ES, Jing J, Ge W, Tabaeizadeh M, Aboul Nour H, Shoukat M, Sun H, Javed F, Kassa S, Edhi M, Bordbar E, Gallagher J, Moura V Jr, Ghanta M, Shao YP, An S, Sun J, Cole AJ, Westover MB. Zafar SF, et al. Among authors: sun j, sun h. Ann Neurol. 2021 Aug;90(2):300-311. doi: 10.1002/ana.26161. Epub 2021 Jul 20. Ann Neurol. 2021. PMID: 34231244 Free PMC article.
Predicting neurological outcome in comatose patients after cardiac arrest with multiscale deep neural networks.
Zheng WL, Amorim E, Jing J, Ge W, Hong S, Wu O, Ghassemi M, Lee JW, Sivaraju A, Pang T, Herman ST, Gaspard N, Ruijter BJ, Sun J, Tjepkema-Cloostermans MC, Hofmeijer J, van Putten MJAM, Westover MB. Zheng WL, et al. Among authors: sun j. Resuscitation. 2021 Dec;169:86-94. doi: 10.1016/j.resuscitation.2021.10.034. Epub 2021 Oct 24. Resuscitation. 2021. PMID: 34699925 Free PMC article.
CHEER: Rich Model Helps Poor Model via Knowledge Infusion.
Xiao C, Hoang TN, Hong S, Ma T, Sun J. Xiao C, et al. Among authors: sun j. IEEE Trans Knowl Data Eng. 2022 Feb;34(2):531-543. doi: 10.1109/tkde.2020.2989405. Epub 2020 Apr 22. IEEE Trans Knowl Data Eng. 2022. PMID: 36712193 Free PMC article.
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