Hye Jin Kam

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 2

Top Topics

Statistical And Machine Learning Methods

Ensemble Classifier

Coronary Artery

Disease Progression

Top Venues

Comput. Biol. Medicine

J. Am. Medical Informatics Assoc.

Publications

Byungkon Kang, Jisang Yoon, Ha Young Kim, Sung Jin Jo, Yourim Lee, Hye Jin Kam
Deep-learning-based automated terminology mapping in OMOP-CDM. J. Am. Medical Informatics Assoc. 28 (7) (2021)
Hye Jin Kam, Ha Young Kim
Learning representations for the early detection of sepsis with deep neural networks. Comput. Biol. Medicine 89 (2017)
Jihyun Lee, Hye Jin Kam, Ha-Young Kim, Sanghyun Yoo, Kyoung-Gu Woo, Yoon-Ho Choi, Jeong Euy Park, Soo Jin Cho
Prediction of 4-year risk for coronary artery calcification using ensemble-based classification. EMBC (2013)
Ha-Young Kim, Hye Jin Kam, Jihyun Lee, Sanghyun Yoo, Kyoung-Gu Woo, Jai Sung Noh, Seungmin Yoo
Monitoring for disease progression via mathematical time-series modeling: Actigraphy-based monitoring patients with depressive disorder. CCNC (2013)
Hye Jin Kam, Ha-Young Kim, Sanghyun Yoo, Jihyun Lee, Kyoung-Gu Woo, Yoon-Ho Choi, Jidong Sung, Sung Won Cho
Comparing Statistical and Data Mining Approaches to Classify 4-year Risk for Progression of Coronary Artery Calcification in Men. AMIA (2012)
Ha-Young Kim, Sanghyun Yoo, Jihyun Lee, Hye Jin Kam, Kyoung-Gu Woo, Yoon-Ho Choi, Jidong Sung, Mira Kang
Identifying relatively high-risk group of coronary artery calcification based on progression rate: Statistical and machine learning methods. EMBC (2012)
Sanghyun Yoo, Jihyun Lee, Ha-Young Kim, Hye Jin Kam, Kyoung-Gu Woo, Yoon-Ho Choi, Hee Young Shin, Mira Kang
Prediction of Carotid Artery Stenosis using Ensemble-based Classification. AMIA (2012)
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)