Junu Kim

According to our database, Junu Kim authored at least 13 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry.

Junu Kim, Chaeeun Shim, Sungjin Park, Su Yeon Lee, Gee Young Suh, Chae-Man Lim, Seong Jin Choi, Song Mi Moon, Kyoung-Ho Song, Eu Suk Kim, Hong Bin Kim, Sejoong Kim, Chami Im, Dong-Wan Kang, Yong Soo Kim, Hee-Joon Bae, Sung Yoon Lim, Han-Gil Jeong, Edward Choi

CoRR, May, 2025

Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records.

Daeun Kyung, Junu Kim, Tackeun Kim, Edward Choi

Proceedings of the Conference on Health, 2025

2024

GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning.

Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Louis Atallah, Edward Choi

IEEE J. Biomed. Health Informatics, January, 2024

EHRFL: Federated Learning Framework for Heterogeneous EHRs and Precision-guided Selection of Participating Clients.

Jiyoun Kim, Junu Kim, Kyunghoon Hur, Edward Choi

CoRR, 2024

General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History.

Junu Kim, Chaeeun Shim, Bosco Seong Kyu Yang, Chami Im, Sung Yoon Lim, Han-Gil Jeong, Edward Choi

Proceedings of the Machine Learning for Healthcare Conference, 2024

Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes.

Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2022

UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge.

Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Edward Choi

CoRR, 2022

Universal EHR Federated Learning Framework.

Junu Kim, Kyunghoon Hur, Seongjun Yang, Edward Choi

CoRR, 2022

Model-based comparison of batch and flow syntheses of an active pharmaceutical ingredient using heterogeneous hydrogenation.

Junu Kim, Hironori Yonekura, Takeaki Watanabe, Satoshi Yoshikawa, Hayao Nakanishi, Sara Badr, Hirokazu Sugiyama

Comput. Chem. Eng., 2022

2008

Layered resource allocation for video broadcasts over wireless networks.

Junu Kim, Jinsung Cho, Heonshik Shin

IEEE Trans. Consumer Electron., 2008

2007

Low-Latency Routing for Energy-Harvesting Sensor Networks.

Hyuntaek Kwon, Donggeon Noh, Junu Kim, Joonho Lee, Dongeun Lee, Heonshik Shin

Proceedings of the Ubiquitous Intelligence and Computing, 4th International Conference, 2007

2006

Efficient Error Recovery for Multimedia Data Transmission over 3G Cellular Broadcast Networks.

Joonho Lee, Kyungtae Kang, Yongwoo Cho, Junu Kim, Heonshik Shin

Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

2005

Resource allocation for scalable video broadcast in wireless cellular networks.

Junu Kim, Jinsung Cho, Heonshik Shin

Proceedings of the 2005 IEEE International Conference on Wireless And Mobile Computing, 2005