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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: 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.
Large-Scale Automated Sleep Staging.
Sun H, Jia J, Goparaju B, Huang GB, Sourina O, Bianchi MT, Westover MB. Sun H, et al. Sleep. 2017 Oct 1;40(10):zsx139. doi: 10.1093/sleep/zsx139. Sleep. 2017. PMID: 29029305 Free PMC article.
A Mean Field Model of Acute Hepatic Encephalopathy.
Song J, Sun H, Jing J, Carlos L, Chao L, Cash SS, Zhang R, Westover MB. Song J, et al. Among authors: sun h. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:2366-2369. doi: 10.1109/EMBC.2018.8512786. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30440882 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.
Brain age from the electroencephalogram of sleep.
Sun H, Paixao L, Oliva JT, Goparaju B, Carvalho DZ, van Leeuwen KG, Akeju O, Thomas RJ, Cash SS, Bianchi MT, Westover MB. Sun H, et al. Neurobiol Aging. 2019 Feb;74:112-120. doi: 10.1016/j.neurobiolaging.2018.10.016. Epub 2018 Oct 19. Neurobiol Aging. 2019. PMID: 30448611 Free PMC article.
Detecting abnormal electroencephalograms using deep convolutional networks.
van Leeuwen KG, Sun H, Tabaeizadeh M, Struck AF, van Putten MJAM, Westover MB. van Leeuwen KG, et al. Among authors: sun h. Clin Neurophysiol. 2019 Jan;130(1):77-84. doi: 10.1016/j.clinph.2018.10.012. Epub 2018 Nov 17. Clin Neurophysiol. 2019. PMID: 30481649 Free PMC article.
Development of Expert-Level Automated Detection of Epileptiform Discharges During Electroencephalogram Interpretation.
Jing J, Sun H, Kim JA, Herlopian A, Karakis I, Ng M, Halford JJ, Maus D, Chan F, Dolatshahi M, Muniz C, Chu C, Sacca V, Pathmanathan J, Ge W, Dauwels J, Lam A, Cole AJ, Cash SS, Westover MB. Jing J, et al. Among authors: sun h. JAMA Neurol. 2020 Jan 1;77(1):103-108. doi: 10.1001/jamaneurol.2019.3485. JAMA Neurol. 2020. PMID: 31633740 Free PMC article.
Interrater Reliability of Experts in Identifying Interictal Epileptiform Discharges in Electroencephalograms.
Jing J, Herlopian A, Karakis I, Ng M, Halford JJ, Lam A, Maus D, Chan F, Dolatshahi M, Muniz CF, Chu C, Sacca V, Pathmanathan J, Ge W, Sun H, Dauwels J, Cole AJ, Hoch DB, Cash SS, Westover MB. Jing J, et al. Among authors: sun h. JAMA Neurol. 2020 Jan 1;77(1):49-57. doi: 10.1001/jamaneurol.2019.3531. JAMA Neurol. 2020. PMID: 31633742 Free PMC article.
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