NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG

Autor: Lee, Cheol-Hui, Kim, Hakseung, Han, Hyun-jee, Jung, Min-Kyung, Yoon, Byung C., Kim, Dong-Joo

The classification of sleep stages is a pivotal aspect of diagnosing sleep disorders and evaluating sleep quality. However, the conventional manual scoring process, conducted by clinicians, is time-consuming and prone to human bias. Recent advancemen

Externí odkaz: http://arxiv.org/abs/2404.17585

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Comparison between computed tomography and ultrasound for presurgical evaluation of oral tongue squamous cell carcinoma tumor thickness

Autor: Yoon, Byung C., Buch, Karen, Cunnane, Mary E., Sadow, Peter M., Varvares, Mark A., Juliano, Amy F.

Publikováno v: In American Journal of Otolaryngology--Head and Neck Medicine and Surgery November-December 2021 42(6)

Incorporating algorithmic uncertainty into a clinical machine deep learning algorithm for urgent head CTs.

Autor: Yoon, Byung C.¹ (AUTHOR), Pomerantz, Stuart R.^1,2 (AUTHOR), Mercaldo, Nathaniel D.³ (AUTHOR), Goyal, Swati^2,4 (AUTHOR), L'Italien, Eric M.^2,4 (AUTHOR), Lev, Michael H.⁵ (AUTHOR), Buch, Karen A.¹ (AUTHOR), Buchbinder, Bradley R.¹ (AUTHOR), Chen, John W.^1,6 (AUTHOR), Conklin, John⁵ (AUTHOR), Gupta, Rajiv^1,7,8 (AUTHOR), Hunter, George J.¹ (AUTHOR), Kamalian, Shahmir C.⁵ (AUTHOR), Kelly, Hillary R.^1,9 (AUTHOR), Rapalino, Otto¹ (AUTHOR), Rincon, Sandra P.¹ (AUTHOR), Romero, Javier M.¹ (AUTHOR), He, Julian¹ (AUTHOR), Schaefer, Pamela W.^1,10 (AUTHOR), Do, Synho² (AUTHOR)

Publikováno v: PLoS ONE. 3/13/2023, Vol. 17 Issue 3, p1-15. 15p.