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RTPhy-ChatBot: A RAG-Based intelligent assistant for radiotherapy physics using LLaMA3 and AAPM reports.

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Title: RTPhy-ChatBot: A RAG-Based intelligent assistant for radiotherapy physics using LLaMA3 and AAPM reports.
Authors: Wei S; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China., Hu A; Department of Engineering Physics, Tsinghua University, Beijing, China.; Key Laboratory of Particle & Radiation Imaging (Tsinghua University), Ministry of Education, Beijing, China., Wang Z; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China., Meng X; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China., Yu L; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China., Yang B; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China., Qiu J; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China.
Source: Journal of applied clinical medical physics [J Appl Clin Med Phys] 2025 Oct; Vol. 26 (10), pp. e70263.
Publication Type: Journal Article
Journal Info: Publisher: Wiley on behalf of American Association of Physicists in Medicine Country of Publication: United States NLM ID: 101089176 Publication Model: Print Cited Medium: Internet ISSN: 1526-9914 (Electronic) Linking ISSN: 15269914 NLM ISO Abbreviation: J Appl Clin Med Phys Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Wei+S%22">Wei S</searchLink>; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Hu+A%22">Hu A</searchLink>; Department of Engineering Physics, Tsinghua University, Beijing, China.; Key Laboratory of Particle & Radiation Imaging (Tsinghua University), Ministry of Education, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Wang+Z%22">Wang Z</searchLink>; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Meng+X%22">Meng X</searchLink>; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Yu+L%22">Yu L</searchLink>; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Yang+B%22">Yang B</searchLink>; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Qiu+J%22">Qiu J</searchLink>; Department of Radiation Oncology, Peking Union Medical College Hospital, Beijing, China.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley+on+behalf+of+American+Association+of+Physicists+in+Medicine%22">Wiley on behalf of American Association of Physicists in Medicine </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101089176 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1526-9914 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215269914%22">15269914 </searchLink><i>NLM ISO Abbreviation: </i>J Appl Clin Med Phys <i>Subsets: </i>MEDLINE
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        Value: 10.1002/acm2.70263
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              Text: 2025 Oct
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