Human-like AI-based Auto-Field-in-Field Whole-Brain Radiotherapy Treatment Planning With Conversation Large Language Model Feedback.
The proposed system improves planning efficiency while maintaining clinically acceptable plan quality. It demonstrates the feasibility of combining DL-based hyperparameter prediction with LLM interaction for streamlined, high-quality WBRT planning.
Authors
- Xiaoyu Hu (ORCID: https://orcid.org/0000-0003-1384-5005)
- Gavin Atkins
- Xun Jia
- Adnan Jafar (ORCID: https://orcid.org/0009-0008-7854-5664)
- An Qin
- Yin Gao
Institutions
- Johns Hopkins University (US)
- University of Pennsylvania (US)
Publication Details
- Journal
- PubMed
- Published
- 2026-01-02
- Primary Topic
- Advanced Radiotherapy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00