Assessing multimodal large language models for localizing dental implant fixtures on panoramic radiographs
This benchmark clarifies the current capabilities and limitations of multimodal LLMs for implant-related radiographic workflows.
Authors
- Naoya Kakimoto (ORCID: https://orcid.org/0000-0003-1274-8991)
- Tzu‐Yu Peng (ORCID: https://orcid.org/0000-0002-7168-9429)
- Tsuyoshi Taji (ORCID: https://orcid.org/0000-0002-1286-5357)
- Yuichi Mine (ORCID: https://orcid.org/0000-0002-7057-1955)
- Takeshi MURAYAMA
- Saori Takeda
- Shota Okazaki
Institutions
- Hiroshima University (JP)
- Sapporo Minami Hospital (JP)
- Taipei Medical University (TW)
Publication Details
- Journal
- Journal of Dentistry
- Published
- 2026-02-17
- DOI
- https://doi.org/10.1016/j.jdent.2026.106580
- Primary Topic
- Dental Radiography and Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00