Using large language models to automate summarization of CT simulation orders in radiation oncology.

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Title: Using large language models to automate summarization of CT simulation orders in radiation oncology.
Authors: Cao M; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Hu S; Corcoran College of Arts and Sciences, George Washington University-Washington DC, Washington DC, USA., Sharp J; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Clouser EL; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Holmes JM; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Lam LL; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Ding X; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Toesca DS; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Raulston BC; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Lindholm WS; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Patel SH; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Vora SA; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Wang P; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA., Liu W; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.
Source: Journal of applied clinical medical physics [J Appl Clin Med Phys] 2025 Nov; Vol. 26 (11), pp. e70310.
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: Using large language models to automate summarization of CT simulation orders in radiation oncology.
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  Data: <searchLink fieldCode="AU" term="%22Cao+M%22">Cao M</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Hu+S%22">Hu S</searchLink>; Corcoran College of Arts and Sciences, George Washington University-Washington DC, Washington DC, USA.<br /><searchLink fieldCode="AU" term="%22Sharp+J%22">Sharp J</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Clouser+EL%22">Clouser EL</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Holmes+JM%22">Holmes JM</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Lam+LL%22">Lam LL</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Ding+X%22">Ding X</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Toesca+DS%22">Toesca DS</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Raulston+BC%22">Raulston BC</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Lindholm+WS%22">Lindholm WS</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Patel+SH%22">Patel SH</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Vora+SA%22">Vora SA</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Wang+P%22">Wang P</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Liu+W%22">Liu W</searchLink>; Department of Radiation Oncology, Mayo Clinic Hospital, Phoenix, Arizona, USA.
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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/acm2.70310
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        Text: English
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              M: 11
              Text: 2025 Nov
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