Detection of the failed-tolerance causes of electronic-portal-imaging-device-based in vivo dosimetry using machine learning for volumetric-modulated arc therapy: A feasibility study
The developed ML models classified the causes of the failed tolerance of the EPID-based IVD.
Authors
- Shotaro Yamaguchi
- Naoki Isomura
- Nipon Saiyo
- Y Segawa
- Hironori Kojima (ORCID: https://orcid.org/0000-0001-9605-2742)
- Akihiro Takemura (ORCID: https://orcid.org/0000-0002-0103-3862)
- Kosuke Tsukamoto
- Kimiya Noto
- Junya Kohigashi
Institutions
- Kanazawa University (JP)
- Kanazawa Medical University (JP)
- Kanazawa University Hospital (JP)
- Chulabhorn Hospital (TH)
Publication Details
- Journal
- Physics and Imaging in Radiation Oncology
- Published
- 2025-04-01
- DOI
- https://doi.org/10.1016/j.phro.2025.100785
- Primary Topic
- Advanced Radiotherapy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Kanazawa University