This project is created to practice the auto-summarization from Clinical Notes based on KuoCh'ing's master thesis project. The data resources are from Kyoto University Hospital, and the project is supervised by Prof. Tomohiro Kuroda. We sort of 10 years of clinical notes from the hospital, and the data is preprocessed by the hospital's staff.
It is related to the following conference presentation:
- Guoqing ZHANG, Keita Fukuyama, Kazumasa Kishimoto, Tomohiro Kuroda, "Long Electronic Medical Record Summarization with Dynamic Minimize Entropy Decoding for LLM", Japan Association for Medical Informatics Nursing Informatics, Tokyo, Japan, 2024
- Guoqing ZHANG, Keita Fukuyama, Kazumasa Kishimoto, Tomohiro Kuroda, "Mitigating Context loss in Clinical Notes Auto-Summarization through Information Theory-Based Dynamic Decoding", 44th Joint Conference of the Japanese Association of Medical Informatics, Fukuoka, Japan, 2024