Kyunghoon Hur

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Domain Knowledge

Learning Frameworks

Electronic Health Records

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Jiyoun Kim, Junu Kim, Kyunghoon Hur, Edward Choi
EHRFL: Federated Learning Framework for Heterogeneous EHRs and Precision-guided Selection of Participating Clients. CoRR (2024)
Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Louis Atallah, Edward Choi
GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Min Jae Lee, Kyunghoon Hur, Jiyoun Kim, Jinsung Yoon, Edward Choi
Rediscovery of CNN's Versatility for Text-based Encoding of Raw Electronic Health Records. CHIL (2023)
Eunbyeol Cho, Min Jae Lee, Kyunghoon Hur, Jiyoun Kim, Jinsung Yoon, Edward Choi
Rediscovery of CNN's Versatility for Text-based Encoding of Raw Electronic Health Records. CoRR (2023)
Kyunghoon Hur, Jungwoo Oh, Junu Kim, Min Jae Lee, Eunbyeol Cho, Jiyoun Kim, Seong-Eun Moon, Young-Hak Kim, Edward Choi
UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge. CoRR (2022)
Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Edward Choi
UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge. CoRR (2022)
Junu Kim, Kyunghoon Hur, Seongjun Yang, Edward Choi
Universal EHR Federated Learning Framework. CoRR (2022)
Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Younghak Kim, Edward Choi
Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding. CHIL (2022)
Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Young-Hak Kim, Edward Choi
Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding. CoRR (2021)
Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Young-Hak Kim, Edward Choi
Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding. CoRR (2021)