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The Impact of Artificial Intelligence Auto-Contouring on Resident Education.

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Title: The Impact of Artificial Intelligence Auto-Contouring on Resident Education.
Authors: Qian AS; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California., Kotha NV; Department of Radiation Oncology, Stanford University, Stanford, California., Porter E; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California., Ni L; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California., Phuong C; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California., Mohebi F; Haas School of Business, University of California, Berkeley, California., Sabol RA; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California., Chen JJ; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California., Bagshaw HP; Department of Radiation Oncology, Stanford University, Stanford, California., Hong JC; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California; UCSF-UC Berkeley Joint Program in Computational Health, San Francisco, California., Braunstein S; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California. Electronic address: Steve.Braunstein@ucsf.edu.
Source: Practical radiation oncology [Pract Radiat Oncol] 2026 May-Jun; Vol. 16 (3), pp. e167-e172. Date of Electronic Publication: 2025 Nov 23.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 101558279 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-8519 (Electronic) Linking ISSN: 18798500 NLM ISO Abbreviation: Pract Radiat Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Qian+AS%22">Qian AS</searchLink>; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California.<br /><searchLink fieldCode="AU" term="%22Kotha+NV%22">Kotha NV</searchLink>; Department of Radiation Oncology, Stanford University, Stanford, California.<br /><searchLink fieldCode="AU" term="%22Porter+E%22">Porter E</searchLink>; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California.<br /><searchLink fieldCode="AU" term="%22Ni+L%22">Ni L</searchLink>; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California.<br /><searchLink fieldCode="AU" term="%22Phuong+C%22">Phuong C</searchLink>; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California.<br /><searchLink fieldCode="AU" term="%22Mohebi+F%22">Mohebi F</searchLink>; Haas School of Business, University of California, Berkeley, California.<br /><searchLink fieldCode="AU" term="%22Sabol+RA%22">Sabol RA</searchLink>; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California.<br /><searchLink fieldCode="AU" term="%22Chen+JJ%22">Chen JJ</searchLink>; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California.<br /><searchLink fieldCode="AU" term="%22Bagshaw+HP%22">Bagshaw HP</searchLink>; Department of Radiation Oncology, Stanford University, Stanford, California.<br /><searchLink fieldCode="AU" term="%22Hong+JC%22">Hong JC</searchLink>; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California; UCSF-UC Berkeley Joint Program in Computational Health, San Francisco, California.<br /><searchLink fieldCode="AU" term="%22Braunstein+S%22">Braunstein S</searchLink>; Department of Radiation Oncology, The University of California San Francisco, San Francisco, California. Electronic address: Steve.Braunstein@ucsf.edu.
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  Data: <searchLink fieldCode="JN" term="%22101558279%22">Practical radiation oncology</searchLink> [Pract Radiat Oncol] 2026 May-Jun; Vol. 16 (3), pp. e167-e172. <i>Date of Electronic Publication: </i>2025 Nov 23.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101558279 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-8519 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2218798500%22">18798500 </searchLink><i>NLM ISO Abbreviation: </i>Pract Radiat Oncol <i>Subsets: </i>MEDLINE
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              Text: 2026 May-Jun
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