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Journal Articles
- 2024
[j1]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): 502-513 (2024)
Conference and Workshop Papers
- 2023
- [c2]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: 294-313 - 2022
- [c1]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: 183-203
Informal and Other Publications
- 2024
- [i7]Jiyoun Kim, Junu Kim, Kyunghoon Hur, Edward Choi:
EHRFL: Federated Learning Framework for Heterogeneous EHRs and Precision-guided Selection of Participating Clients. CoRR abs/2404.13318 (2024) - 2023
- [i6]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 abs/2303.08290 (2023) - 2022
- [i5]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 abs/2207.09858 (2022) - [i4]Junu Kim, Kyunghoon Hur, Seongjun Yang, Edward Choi:
Universal EHR Federated Learning Framework. CoRR abs/2211.07300 (2022) - [i3]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 abs/2211.08082 (2022) - 2021
- [i2]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 abs/2108.03625 (2021) - [i1]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 abs/2111.09098 (2021)
Coauthor Index
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