Assessment of contour accuracy in head and neck replanning: Deep learning trained model compared with deformable image registration propagation technique.

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Title: Assessment of contour accuracy in head and neck replanning: Deep learning trained model compared with deformable image registration propagation technique.
Authors: Yuen J; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia; South Western Clinical School, University of New South Wales, Sydney, New South Wales, Australia; Ingham Institute for Applied Medical Research, Sydney, New South Wales, Australia. Electronic address: Johnson.Yuen@health.nsw.gov.au., Deshpande S; South Western Clinical School, University of New South Wales, Sydney, New South Wales, Australia; Ingham Institute for Applied Medical Research, Sydney, New South Wales, Australia; Liverpool and Macarthur Cancer Therapy Centres, Sydney, New South Wales Australia., Poder J; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia; Centre for Medical Radiation Physics, University of Wollongong, Wollongong, New South Wales, Australia; School of Physics, University of Sydney, Camperdown, New South Wales, Australia; St George & Sutherland Clinical School, University of NSW, Kogarah, New South Wales, Australia., Jameson MG; GenesisCare St. Vincent's Clinic, Sydney, New South Wales, Australia., Schmidt L; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia., Trakis S; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia., Shields-Dowton K; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia., Saba A; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia., Popovic G; University of New South Wales, Stats Central, Mark Wainwright Analytical Centre, Sydney, New South Wales, Australia., Rahbari R; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia., Holloway L; South Western Clinical School, University of New South Wales, Sydney, New South Wales, Australia; Ingham Institute for Applied Medical Research, Sydney, New South Wales, Australia; Centre for Medical Radiation Physics, University of Wollongong, Wollongong, New South Wales, Australia; Liverpool and Macarthur Cancer Therapy Centres, Sydney, New South Wales Australia; Western Sydney University, Sydney, New South Wales, Australia.
Source: Medical dosimetry : official journal of the American Association of Medical Dosimetrists [Med Dosim] 2025 Winter; Vol. 50 (4), pp. 325-336. Date of Electronic Publication: 2025 May 26.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: Elsevier Science Country of Publication: United States NLM ID: 8908862 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-4022 (Electronic) Linking ISSN: 18734022 NLM ISO Abbreviation: Med Dosim Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Yuen+J%22">Yuen J</searchLink>; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia; South Western Clinical School, University of New South Wales, Sydney, New South Wales, Australia; Ingham Institute for Applied Medical Research, Sydney, New South Wales, Australia. Electronic address: Johnson.Yuen@health.nsw.gov.au.<br /><searchLink fieldCode="AU" term="%22Deshpande+S%22">Deshpande S</searchLink>; South Western Clinical School, University of New South Wales, Sydney, New South Wales, Australia; Ingham Institute for Applied Medical Research, Sydney, New South Wales, Australia; Liverpool and Macarthur Cancer Therapy Centres, Sydney, New South Wales Australia.<br /><searchLink fieldCode="AU" term="%22Poder+J%22">Poder J</searchLink>; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia; Centre for Medical Radiation Physics, University of Wollongong, Wollongong, New South Wales, Australia; School of Physics, University of Sydney, Camperdown, New South Wales, Australia; St George & Sutherland Clinical School, University of NSW, Kogarah, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Jameson+MG%22">Jameson MG</searchLink>; GenesisCare St. Vincent's Clinic, Sydney, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Schmidt+L%22">Schmidt L</searchLink>; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Trakis+S%22">Trakis S</searchLink>; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Shields-Dowton+K%22">Shields-Dowton K</searchLink>; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Saba+A%22">Saba A</searchLink>; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Popovic+G%22">Popovic G</searchLink>; University of New South Wales, Stats Central, Mark Wainwright Analytical Centre, Sydney, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Rahbari+R%22">Rahbari R</searchLink>; St George Hospital Cancer Care Centre, Kogarah, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Holloway+L%22">Holloway L</searchLink>; South Western Clinical School, University of New South Wales, Sydney, New South Wales, Australia; Ingham Institute for Applied Medical Research, Sydney, New South Wales, Australia; Centre for Medical Radiation Physics, University of Wollongong, Wollongong, New South Wales, Australia; Liverpool and Macarthur Cancer Therapy Centres, Sydney, New South Wales Australia; Western Sydney University, Sydney, New South Wales, Australia.
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  Data: <searchLink fieldCode="JN" term="%228908862%22">Medical dosimetry : official journal of the American Association of Medical Dosimetrists</searchLink> [Med Dosim] 2025 Winter; Vol. 50 (4), pp. 325-336. <i>Date of Electronic Publication: </i>2025 May 26.
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        Value: 10.1016/j.meddos.2025.04.004
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              Text: 2025 Winter
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