NEWS
Presenting Local LLM-Based Support for Electronic Medical Record Documentation at JCMI 2026
Hideyuki Shibuki of BESNA Institute will present joint research with mocomoco at the 46th Joint Conference on Medical Informatics.
- Hideyuki Shibuki, Koki Tanaka, Kotaro Sakamoto
“Supporting Electronic Medical Record Documentation through Automatic Summarization of Spoken Clinical Dialogues Using Local Large Language Models”
Clinical conversations contain substantial amounts of personal patient information, raising concerns about information disclosure when using cloud-based LLMs. This study explored summarizing conversations with local LLMs running within the medical facility to generate draft SOAP-format medical records. We compared the results with cloud-based LLMs, assessed the drafts for fidelity, format, and conciseness, and analyzed differences across models and prompts.
mocomoco's mocoVoice was used for speech recognition of clinical conversations.
We thank Dr. Niro Tayama, Director of Tayama-Sarai ENT and Voice Clinic, for his cooperation with this research.
Presentation Details
| Conference | November 12 (Thu)–15 (Sun), 2026 |
|---|---|
| Presentation | November 14 (Sat), 2026, 16:30–16:45 (JST) |
| Session | Hyper Demo 2 (live system demonstration and Q&A) |
| Venue | Physical Training Room A, Sapporo Industrial Promotion Center |
| Abstract No. | 3-PA-3-03 |
| Presenter | Hideyuki Shibuki (Senior Researcher, Research Department, BESNA Institute) |
| Co-authors | Koki Tanaka (Representative Director and CEO, mocomoco inc.) Kotaro Sakamoto (BESNA Institute / mocomoco inc.) |
A live system demonstration is planned for Hyper Demo 2.
We look forward to seeing you there.