Dukyong Yoon

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 12

Top Topics

Machine Learning

Intensive Care Units

Electronic Health Records

Top Venues

Frontiers Neuroinformatics

IEEE J. Biomed. Health Informatics

Publications

Minkyung Jung, Tae-Hoon Roh, Hakseung Kim, Eun Jin Ha, Dukyong Yoon, Chan Min Park, Se-Hyuk Kim, Nam Kyu You, Dong-Joo Kim
Hyperosmolar therapy response in traumatic brain injury: Explainable artificial intelligence based long-term time series forecasting approach. Expert Syst. Appl. 255 (2024)
Hoon Ko, Chul Park, Wu Seong Kang, Yunyoung Nam, Dukyong Yoon, Jinseok Lee
Machine Learning for Detecting Blood Transfusion Needs Using Biosignals. Comput. Syst. Sci. Eng. 46 (2) (2023)
Min-Kyung Jung, Daesun Ahn, Chan Min Park, Eun Jin Ha, Tae-Hoon Roh, Nam Kyu You, Dukyong Yoon, Hakseung Kim, Se-Hyuk Kim, Dong-Joo Kim
Prediction of Serious Intracranial Hypertension from Low-Resolution Neuromonitoring in Traumatic Brain Injury: An Explainable Machine Learning Approach. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Bumhee Park, Byung Jin Choi, Heirim Lee, Jong-Hwan Jang, Hyunwoong Roh, Eun Young Kim, Changhyung Hong, Sang Joon Son, Dukyong Yoon
Modeling Brain Volume Using Deep Learning-Based Physical Activity Features in Patients With Dementia. Frontiers Neuroinformatics 16 (2022)
Sue-Hyun Lee, Jiyeob Choi, Hun-Sung Kim, Grace Juyun Kim, Kye Hwa Lee, Chan Hee Park, Jongsoo Han, Dukyong Yoon, Man Young Park, Rae Woong Park, Hye-Ryun Kang, Ju Han Kim
Standard-based comprehensive detection of adverse drug reaction signals from nursing statements and laboratory results in electronic health records. J. Am. Medical Informatics Assoc. 24 (4) (2017)
Young-Gun Kim, Kyoungwon Jung, Young-Taek Park, Dahye Shin, Soo Yeon Cho, Dukyong Yoon, Rae Woong Park
Rate of electronic health record adoption in South Korea: A nation-wide survey. Int. J. Medical Informatics 101 (2017)
Ho-Kyeong Ra, Jungmo Ahn, Hee-Jung Yoon, Dukyong Yoon, Sang Hyuk Son, JeongGil Ko
I am a "Smart" watch, Smart Enough to Know the Accuracy of My Own Heart Rate Sensor. HotMobile (2017)
Jaeyeon Park, Woojin Nam, Jaewon Choi, Taeyeong Kim, Dukyong Yoon, Sukhoon Lee, Jeongyeup Paek, JeongGil Ko
Glasses for the Third Eye: Improving the Quality of Clinical Data Analysis with Motion Sensor-based Data Filtering. SenSys (2017)
Seng Chan You, Seongwon Lee, Soo Yeon Cho, Hojun Park, Sungjae Jung, Jaehyeong Cho, Dukyong Yoon, Rae Woong Park
Conversion of National Health Insurance Service-National Sample Cohort (NHIS-NSC) Database into Observational Medical Outcomes Partnership-Common Data Model (OMOP-CDM). MedInfo (2017)
Jaeyeon Park, Woojin Nam, Tae Young Kim, Sukhoon Lee, Dukyong Yoon, JeongGil Ko
Motion-oriented noisy physiological signal refining using embedded sensing platforms. EMBC (2017)
Doyeop Kim, Sukhoon Lee, Tae Young Kim, Sanghyung Jin, Jaeyeon Park, JeongGil Ko, Rae Woong Park, Dukyong Yoon
Constructing an Open-Access Bio-Signal Repository from Intensive Care Units. MedInfo (2017)
Sukhoon Lee, Jaeyeon Park, Doyeop Kim, Tae Young Kim, Rae Woong Park, Dukyong Yoon, JeongGil Ko
Constructing a Bio-Signal Repository from an Intensive Care Unit for Effective Big-data Analysis: Poster Abstract. SenSys (2016)
Dukyong Yoon, Inwhee Park, Man Young Park, Seung Kwon Hong, Rae Woong Park
Monitoring Physicians' Prescription Patterns on Electronic Health Record: The Prescription Pattern around Clinical Event (PACE) Algorithm. MedInfo (2013)
Dukyong Yoon, Byung-Chul Chang, Seong Weon Kang, Hasuk Bae, Rae Woong Park
Adoption of electronic health records in Korean tertiary teaching and general hospitals. Int. J. Medical Informatics 81 (3) (2012)
Dukyong Yoon, Hyosil Kim, Haeyoung Suh-Kim, Rae Woong Park, KiYoung Lee
Differentially co-expressed interacting protein pairs discriminate samples under distinct stages of HIV type 1 infection. BMC Syst. Biol. 5 (S-2) (2011)
Hye Jin Kam, Man Young Park, Woojae Kim, Dukyong Yoon, Eun Kyoung Ahn, Rae Woong Park
Knowledge Integration and Use-Case Analysis for a Customized Drug-Drug Interaction CDS Service. SUComS (2010)