Zobrazeno 1 - 10 of 166 pro vyhledávání: '"Cheol-Sig Pyo"'
1
Akademický článek
Layer‐wise hint‐based training for knowledge transfer in a teacher‐student framework
Autor: Ji‐Hoon Bae, Junho Yim, Nae‐Soo Kim, Cheol‐Sig Pyo, Junmo Kim
Publikováno v: ETRI Journal, Vol 41, Iss 2, Pp 242-253 (2019)
We devise a layer‐wise hint training method to improve the existing hint‐based knowledge distillation (KD) training approach, which is employed for knowledge transfer in a teacher‐student framework using a residual network (ResNet). To achieve
Externí odkaz: https://doaj.org/article/ff2810352481469b92afb433d0dbe54e
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2
Akademický článek
Deep Learning-Based Stroke Disease Prediction System Using Real-Time Bio Signals
Autor: Yoon-A Choi, Se-Jin Park, Jong-Arm Jun, Cheol-Sig Pyo, Kang-Hee Cho, Han-Sung Lee, Jae-Hak Yu
Publikováno v: Sensors, Vol 21, Iss 13, p 4269 (2021)
The emergence of an aging society is inevitable due to the continued increases in life expectancy and decreases in birth rate. These social changes require new smart healthcare services for use in daily life, and COVID-19 has also led to a contactles
Externí odkaz: https://doaj.org/article/7dfb8ac5437043dd8cb80ec466fb6bfc
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3
Akademický článek
Machine-Learning-Based Elderly Stroke Monitoring System Using Electroencephalography Vital Signals
Autor: Yoon-A Choi, Sejin Park, Jong-Arm Jun, Chee Meng Benjamin Ho, Cheol-Sig Pyo, Hansung Lee, Jaehak Yu
Publikováno v: Applied Sciences, Vol 11, Iss 4, p 1761 (2021)
Stroke is the third highest cause of death worldwide after cancer and heart disease, and the number of stroke diseases due to aging is set to at least triple by 2030. As the top three causes of death worldwide are all related to chronic disease, the
Externí odkaz: https://doaj.org/article/6d08de533b3d4205b503786c1435780e
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4
Akademický článek
AI-Based Stroke Disease Prediction System Using Real-Time Electromyography Signals
Autor: Jaehak Yu, Sejin Park, Soon-Hyun Kwon, Chee Meng Benjamin Ho, Cheol-Sig Pyo, Hansung Lee
Publikováno v: Applied Sciences, Vol 10, Iss 19, p 6791 (2020)
Stroke is a leading cause of disabilities in adults and the elderly which can result in numerous social or economic difficulties. If left untreated, stroke can lead to death. In most cases, patients with stroke have been observed to have abnormal bio
Externí odkaz: https://doaj.org/article/b98eccf4a7c04b54a2ad87480f6cba88
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5
Akademický článek
An Elderly Health Monitoring System Using Machine Learning and In-Depth Analysis Techniques on the NIH Stroke Scale
Autor: Jaehak Yu, Sejin Park, Hansung Lee, Cheol-Sig Pyo, Yang Sun Lee
Publikováno v: Mathematics, Vol 8, Iss 7, p 1115 (2020)
Recently, with the rapid change to an aging society and the increased interest in healthcare, disease prediction and management through various healthcare devices and services is attracting much attention. In particular, stroke, represented by cerebr
Externí odkaz: https://doaj.org/article/e55ca24f401343248e977d4c92364394
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