Dong-Ok Won
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Explore the profile of Dong-Ok Won including associated specialties, affiliations and a list of published articles.
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Articles
25
Citations
136
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Recent Articles
11.
Prabhakar S, Rajaguru H, So K, Won D
Front Comput Neurosci
. 2022 Jul;
16:900885.
PMID: 35847966
To classify the texts accurately, many machine learning techniques have been utilized in the field of Natural Language Processing (NLP). For many pattern classification applications, great success has been obtained...
12.
Prabhakar S, Rajaguru H, Kim C, Won D
Front Hum Neurosci
. 2022 Jun;
16:895761.
PMID: 35721347
The vital data about the electrical activities of the brain are carried by the electroencephalography (EEG) signals. The recordings of the electrical activity of brain neurons in a rhythmic and...
13.
Prabhakar S, Ryu S, Jeong I, Won D
Biomed Res Int
. 2022 Jun;
2022:2052061.
PMID: 35663047
One of the major reasons of mortality in human beings is cancer, and there is an absolute necessity for doctors to identify and treat a person suffering from it. Leukemia...
14.
Prabhakar S, Rajaguru H, Ryu S, Jeong I, Won D
Sensors (Basel)
. 2022 May;
22(9).
PMID: 35591246
Manual sleep stage scoring is usually implemented with the help of sleep specialists by means of visual inspection of the neurophysiological signals of the patient. As it is a very...
15.
Ryu S, Kim S, Won D, Bang C, Koh J, Jeong I
Front Physiol
. 2022 Mar;
13:825612.
PMID: 35237180
Disease symptoms often contain features that are not routinely recognized by patients but can be identified through indirect inspection or diagnosis by medical professionals. Telemedicine requires sufficient information for aiding...
16.
Prabhakar S, Won D
Comput Intell Neurosci
. 2021 Oct;
2021:9425655.
PMID: 34603437
To unlock information present in clinical description, automatic medical text classification is highly useful in the arena of natural language processing (NLP). For medical text classification tasks, machine learning techniques...
17.
A Holistic Performance Comparison for Lung Cancer Classification Using Swarm Intelligence Techniques
Prabhakar S, Rajaguru H, Won D
J Healthc Eng
. 2021 Aug;
2021:6680424.
PMID: 34373776
In the field of bioinformatics, feature selection in classification of cancer is a primary area of research and utilized to select the most informative genes from thousands of genes in...
18.
Won D, Muller K, Lee S
Sci Robot
. 2020 Sep;
5(46).
PMID: 32967991
The game of curling can be considered a good test bed for studying the interaction between artificial intelligence systems and the real world. In curling, the environmental characteristics change at...
19.
Won D, Lee B, Seo K, Kim H, Lee S
PLoS One
. 2019 Jul;
14(7):e0219238.
PMID: 31314775
For a comprehensive understanding of the nervous system, several previous studies have examined the network connections between the brain and the heart in diverse conditions. In this study, we identified...
20.
Lee M, Williamson J, Won D, Fazli S, Lee S
IEEE Trans Neural Syst Rehabil Eng
. 2018 Jul;
26(7):1443-1459.
PMID: 29985154
In this paper, we propose a highly accurate and fast spelling system that employs multi-modal electroencephalography-electrooculography (EEG-EOG) signals and visual feedback technology. Over the last 20 years, various types of...