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Toward a human-centric co-design methodology for AI detection of differences between planned and delivered dose in radiotherapy.

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Title: Toward a human-centric co-design methodology for AI detection of differences between planned and delivered dose in radiotherapy.
Authors: Heising LM; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.; Department of Management, Tilburg School of Economics and Management, Tilburg University, Tilburg, The Netherlands., Verhaegen F; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands., Scheib SG; Varian, a Siemens Healthineers Company, Baden-Dättwil, Switzerland., Jacobs MJG; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.; Department of Management, Tilburg School of Economics and Management, Tilburg University, Tilburg, The Netherlands., Ou CXJ; Department of Management, Tilburg School of Economics and Management, Tilburg University, Tilburg, The Netherlands., Mottarella V; Varian, a Siemens Healthineers Company, Baden-Dättwil, Switzerland., Chong YH; Varian, a Siemens Healthineers Company, Baden-Dättwil, Switzerland., Zamburlini M; Varian, a Siemens Healthineers Company, Baden-Dättwil, Switzerland., Nijsten SMJJG; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands., Swinnen A; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands., Öllers M; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands., Wolfs CJA; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.
Source: Journal of applied clinical medical physics [J Appl Clin Med Phys] 2025 Jun; Vol. 26 (6), pp. e70071. Date of Electronic Publication: 2025 Mar 31.
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-Electronic 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="%22Heising+LM%22">Heising LM</searchLink>; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.; Department of Management, Tilburg School of Economics and Management, Tilburg University, Tilburg, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Verhaegen+F%22">Verhaegen F</searchLink>; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Scheib+SG%22">Scheib SG</searchLink>; Varian, a Siemens Healthineers Company, Baden-Dättwil, Switzerland.<br /><searchLink fieldCode="AU" term="%22Jacobs+MJG%22">Jacobs MJG</searchLink>; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.; Department of Management, Tilburg School of Economics and Management, Tilburg University, Tilburg, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Ou+CXJ%22">Ou CXJ</searchLink>; Department of Management, Tilburg School of Economics and Management, Tilburg University, Tilburg, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Mottarella+V%22">Mottarella V</searchLink>; Varian, a Siemens Healthineers Company, Baden-Dättwil, Switzerland.<br /><searchLink fieldCode="AU" term="%22Chong+YH%22">Chong YH</searchLink>; Varian, a Siemens Healthineers Company, Baden-Dättwil, Switzerland.<br /><searchLink fieldCode="AU" term="%22Zamburlini+M%22">Zamburlini M</searchLink>; Varian, a Siemens Healthineers Company, Baden-Dättwil, Switzerland.<br /><searchLink fieldCode="AU" term="%22Nijsten+SMJJG%22">Nijsten SMJJG</searchLink>; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Swinnen+A%22">Swinnen A</searchLink>; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Öllers+M%22">Öllers M</searchLink>; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Wolfs+CJA%22">Wolfs CJA</searchLink>; Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands.
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  Data: <searchLink fieldCode="JN" term="%22101089176%22">Journal of applied clinical medical physics</searchLink> [J Appl Clin Med Phys] 2025 Jun; Vol. 26 (6), pp. e70071. <i>Date of Electronic Publication: </i>2025 Mar 31.
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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-Electronic <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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              Text: 2025 Jun
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