Dukyong Yoon

Orcid: 0000-0003-1635-8376

According to our database1, Dukyong Yoon authored at least 17 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Hyperosmolar therapy response in traumatic brain injury: Explainable artificial intelligence based long-term time series forecasting approach.
Expert Syst. Appl., 2024

Machine Learning with Clinical and Intraoperative Biosignal Data for Predicting Cardiac Surgery-Associated Acute Kidney Injury.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023
Prediction of Serious Intracranial Hypertension from Low-Resolution Neuromonitoring in Traumatic Brain Injury: An Explainable Machine Learning Approach.
IEEE J. Biomed. Health Informatics, April, 2023

Machine Learning for Detecting Blood Transfusion Needs Using Biosignals.
Comput. Syst. Sci. Eng., 2023

2022
Modeling Brain Volume Using Deep Learning-Based Physical Activity Features in Patients With Dementia.
Frontiers Neuroinformatics, 2022

2017
Standard-based comprehensive detection of adverse drug reaction signals from nursing statements and laboratory results in electronic health records.
J. Am. Medical Informatics Assoc., 2017

Rate of electronic health record adoption in South Korea: A nation-wide survey.
Int. J. Medical Informatics, 2017

I am a "Smart" watch, Smart Enough to Know the Accuracy of My Own Heart Rate Sensor.
Proceedings of the 18th International Workshop on Mobile Computing Systems and Applications, 2017

Glasses for the Third Eye: Improving the Quality of Clinical Data Analysis with Motion Sensor-based Data Filtering.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Conversion of National Health Insurance Service-National Sample Cohort (NHIS-NSC) Database into Observational Medical Outcomes Partnership-Common Data Model (OMOP-CDM).
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Constructing an Open-Access Bio-Signal Repository from Intensive Care Units.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Motion-oriented noisy physiological signal refining using embedded sensing platforms.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Constructing a Bio-Signal Repository from an Intensive Care Unit for Effective Big-data Analysis: Poster Abstract.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

2013
Monitoring Physicians' Prescription Patterns on Electronic Health Record: The Prescription Pattern around Clinical Event (PACE) Algorithm.
Proceedings of the MEDINFO 2013, 2013

2012
Adoption of electronic health records in Korean tertiary teaching and general hospitals.
Int. J. Medical Informatics, 2012

2011
Differentially co-expressed interacting protein pairs discriminate samples under distinct stages of HIV type 1 infection.
BMC Syst. Biol., 2011

2010
Knowledge Integration and Use-Case Analysis for a Customized Drug-Drug Interaction CDS Service.
Proceedings of the Security-Enriched Urban Computing and Smart Grid, 2010


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