Multi-centre generalisability of deep learning-based dose prediction for head and neck radiotherapy using DAHANCA real-world data.
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| Title: | Multi-centre generalisability of deep learning-based dose prediction for head and neck radiotherapy using DAHANCA real-world data. |
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| Authors: | Nielsen CP; Laboratory of Radiation Physics, Department of Oncology, Odense University Hospital, Denmark; Institute of Clinical Research, University of Southern Denmark, Denmark. Electronic address: camilla.panduro.nielsen@rsyd.dk., Huet-Dastarac M; Molecular Imaging, Radiotherapy and Oncology, Institut de Recherche Expérimentale et Clinique, UCLouvain, Belgium., Jensen K; Danish Centre for Particle Therapy, Aarhus University Hospital, Denmark., Brink C; Laboratory of Radiation Physics, Department of Oncology, Odense University Hospital, Denmark; Institute of Clinical Research, University of Southern Denmark, Denmark., Smulders B; Danish Centre for Particle Therapy, Aarhus University Hospital, Denmark; Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Denmark., Holm AIS; Department of Oncology, Aarhus University Hospital, Denmark., Nielsen MS; Department of Oncology, Aalborg University Hospital, Aalborg, Denmark., Sibolt P; Department of Oncology, Copenhagen University Hospital - Herlev & Gentofte, Denmark., Lee JA; Molecular Imaging, Radiotherapy and Oncology, Institut de Recherche Expérimentale et Clinique, UCLouvain, Belgium., Sterpin E; Molecular Imaging, Radiotherapy and Oncology, Institut de Recherche Expérimentale et Clinique, UCLouvain, Belgium; Department of Oncology, Laboratory of Experimental Radiotherapy, KU Leuven, Belgium., Zukauskaite R; Department of Oncology, Odense University Hospital, Denmark., Johansen J; Institute of Clinical Research, University of Southern Denmark, Denmark; Department of Oncology, Odense University Hospital, Denmark., Krogh SL; Laboratory of Radiation Physics, Department of Oncology, Odense University Hospital, Denmark., Konrad ML; Laboratory of Radiation Physics, Department of Oncology, Odense University Hospital, Denmark; Institute of Clinical Research, University of Southern Denmark, Denmark., Friborg J; Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Denmark., Sommer JFA; Laboratory of Radiation Physics, Department of Oncology, Odense University Hospital, Denmark., Stougaard SW; Laboratory of Radiation Physics, Department of Oncology, Odense University Hospital, Denmark; Institute of Clinical Research, University of Southern Denmark, Denmark., Overgaard J; Department of Experimental Clinical Oncology, Aarhus University Hospital, Denmark., Toustrup K; Department of Experimental Clinical Oncology, Aarhus University Hospital, Denmark., Lonkvist CK; Department of Oncology, Copenhagen University Hospital - Herlev & Gentofte, Denmark., Farhadi M; Department of Oncology and Palliative Care, Zealand University Hospital, Næstved, Denmark., Kaplan LP; Department of Oncology and Palliative Care, Zealand University Hospital, Næstved, Denmark., Kjeldsen R; Department of Oncology, Aalborg University Hospital, Aalborg, Denmark., Lorenzen EL; Laboratory of Radiation Physics, Department of Oncology, Odense University Hospital, Denmark; Institute of Clinical Research, University of Southern Denmark, Denmark., Barragán-Montero AM; Molecular Imaging, Radiotherapy and Oncology, Institut de Recherche Expérimentale et Clinique, UCLouvain, Belgium., Hansen CR; Laboratory of Radiation Physics, Department of Oncology, Odense University Hospital, Denmark; Institute of Clinical Research, University of Southern Denmark, Denmark; Danish Centre for Particle Therapy, Aarhus University Hospital, Denmark. |
| Source: | Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology [Radiother Oncol] 2026 Jul 17; Vol. 222, pp. 111702. Date of Electronic Publication: 2026 Jul 17. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8407192 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0887 (Electronic) Linking ISSN: 01678140 NLM ISO Abbreviation: Radiother Oncol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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