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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: an s. 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.
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: an s. 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.
Interrater Reliability of Expert Electroencephalographers Identifying Seizures and Rhythmic and Periodic Patterns in EEGs.
Jing J, Ge W, Struck AF, Fernandes MB, Hong S, An S, Fatima S, Herlopian A, Karakis I, Halford JJ, Ng MC, Johnson EL, Appavu BL, Sarkis RA, Osman G, Kaplan PW, Dhakar MB, Jayagopal LA, Sheikh Z, Taraschenko O, Schmitt S, Haider HA, Kim JA, Swisher CB, Gaspard N, Cervenka MC, Rodriguez Ruiz AA, Lee JW, Tabaeizadeh M, Gilmore EJ, Nordstrom K, Yoo JY, Holmes MG, Herman ST, Williams JA, Pathmanathan J, Nascimento FA, Fan Z, Nasiri S, Shafi MM, Cash SS, Hoch DB, Cole AJ, Rosenthal ES, Zafar SF, Sun J, Westover MB. Jing J, et al. Among authors: an s. Neurology. 2023 Apr 25;100(17):e1737-e1749. doi: 10.1212/WNL.0000000000201670. Epub 2022 Dec 2. Neurology. 2023. PMID: 36460472 Free PMC article.
Development of Expert-Level Classification of Seizures and Rhythmic and Periodic Patterns During EEG Interpretation.
Jing J, Ge W, Hong S, Fernandes MB, Lin Z, Yang C, An S, Struck AF, Herlopian A, Karakis I, Halford JJ, Ng MC, Johnson EL, Appavu BL, Sarkis RA, Osman G, Kaplan PW, Dhakar MB, Arcot Jayagopal L, Sheikh Z, Taraschenko O, Schmitt S, Haider HA, Kim JA, Swisher CB, Gaspard N, Cervenka MC, Rodriguez Ruiz AA, Lee JW, Tabaeizadeh M, Gilmore EJ, Nordstrom K, Yoo JY, Holmes MG, Herman ST, Williams JA, Pathmanathan J, Nascimento FA, Fan Z, Nasiri S, Shafi MM, Cash SS, Hoch DB, Cole AJ, Rosenthal ES, Zafar SF, Sun J, Westover MB. Jing J, et al. Among authors: an s. Neurology. 2023 Apr 25;100(17):e1750-e1762. doi: 10.1212/WNL.0000000000207127. Epub 2023 Mar 6. Neurology. 2023. PMID: 36878708 Free PMC article.
Prior attempts to automate this task have been limited by small or inadequately labeled samples and have not convincingly demonstrated generalizable expert-level performance. There exists a critical unmet need for an automated method to classify SZs and other SZ-like event …
Prior attempts to automate this task have been limited by small or inadequately labeled samples and have not convincingly demonstrated gener …
4,274 results