Jun Yang

Dr. Jun Yang

orcid

Research Focus & Metrics

Academic Career Length

17Years (2010-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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Verified
Journal Article
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PDF file
Min ChenMin Chen
Min Chen
JYJun Yang
Jun Yang
YHYixue Hao
Yixue Hao
SMShiwen Mao
Shiwen Mao
Kai HwangKai Hwang
Kai Hwang
Developments and new advances in medical technology and the improvement of people’s living standards have helped to make many people healthier. However, there are still large design deficiencies due to the imbalanced distribution of medical resources, especially in developing countries. To address this issue, a video conference-based telemedicine system is deployed to break the limitations of medical resources in terms of time and space. By outsourcing medical resources from big hospitals to rural and remote ones, centralized and high quality medical resources can be shared to achieve a higher salvage rate while improving the utilization of medical resources. Though effective, existing telemedicine systems only treat patients’ physiological diseases, leaving another challenging problem unsolved: How to remotely detect patients’ emotional state to diagnose psychological diseases. In this paper, we propose a novel healthcare system based on a 5G Cognitive System (5G-Csys). The 5G-Csys consists of a resource cognitive engine and a data cognitive engine. Resource cognitive intelligence, based on the learning of network contexts, aims at ultra-low latency and ultra-high reliability for cognitive applications. Data cognitive intelligence, based on the analysis of healthcare big data, is used to handle a patient’s health status physiologically and psychologically. In this paper, the architecture of 5G-Csys is first presented, and then the key technologies and application scenarios are discussed. To verify our proposal, we develop a prototype platform of 5G-Csys, incorporating speech emotion recognition. We present our experimental results to demonstrate the effectiveness of the proposed system. We hope this paper will attract further research in the field of healthcare based on 5G cognitive systems.

13 December 2016 in IEEE Access
Verified
Journal Article
Open access
Yujun MaYujun Ma
Yujun Ma
YWYulei Wang
Yulei Wang
JYJun Yang
Jun Yang
YMYiming Miao
Yiming Miao
WLWei Li
Wei Li
The world is facing problems, such as uneven distribution of medical resources, the growing chronic diseases, and the increasing medical expenses. Blending the latest information technology into the healthcare system will greatly mitigate the problems. This paper presents the big health application system based on the health Internet of Things and big data. The system architecture, key technologies, and typical applications of big health system are introduced in detail.

1 June 2019 in Future Generation Computer Systems
Verified
Journal Article
Closed access
JYJun Yang
Jun Yang
XYXinghui You
Xinghui You
GWGaoxiang Wu
Gaoxiang Wu
MHMohammad Mehedi Hassan
Mohammad Mehedi Hassan
AAAhmad Almogren
Ahmad Almogren
Jože GunaJože Guna
Jože Guna

1 June 2019 in Future Generation Computer Systems
Verified
Journal Article
Closed access
JLJiayi Lu
Jiayi Lu
LFLuanye Feng
Luanye Feng
JYJun Yang
Jun Yang
Mohammad Mehedi HassanMohammad Mehedi Hassan
Mohammad Mehedi Hassan
AAAbdulhameed Alelaiwi
Abdulhameed Alelaiwi
IHIztok Humar
Iztok Humar

1 March 2019 in Future Generation Computer Systems
Verified
Journal Article
Closed access
YHYixue Hao
Yixue Hao
MUMohd Usama
Mohd Usama
JYJun Yang
Jun Yang
MHMohammad Anwar Hossain
Mohammad Anwar Hossain
AGAhmed Ghoneim
Ahmed Ghoneim

22 September 2017 in Mobile Networks and Applications
Verified
Journal Article
Closed access
PDF file
JYJun Yang
Jun Yang
MLMengchen Liu
Mengchen Liu
JLJiayi Lu
Jiayi Lu
YMYiming Miao
Yiming Miao
MHMohammad Anwar Hossain
Mohammad Anwar Hossain
MAMohammed F. Alhamid
Mohammed F. Alhamid