Impact of deep learning model uncertainty on manual corrections to MRI-based auto-segmentation in prostate cancer radiotherapy.
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| Title: | Impact of deep learning model uncertainty on manual corrections to MRI-based auto-segmentation in prostate cancer radiotherapy. |
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| Authors: | Rogowski V; Radiation Physics, Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund, Sweden.; Department of Medical Radiation Physics, Clinical Sciences, Lund University, Lund, Sweden., Svalkvist A; Department of Medical Radiation Sciences, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.; Department of Medical Physics and Biomedical Engineering, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden., Maspero M; Department of Radiation Oncology, Imaging and Cancer Division, University Medical Center Utrecht, Utrecht, The Netherlands.; Computational Imaging Group for MR Diagnostics & Therapy, Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands., Janssen T; Department of Radiation Oncology, The Netherlands Cancer Institute Antoni van Leeuwenhoek, Amsterdam, The Netherlands., Maruccio FC; Department of Radiation Oncology, The Netherlands Cancer Institute Antoni van Leeuwenhoek, Amsterdam, The Netherlands., Gorgisyan J; Radiation Physics, Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund, Sweden.; Department of Medical Radiation Physics, Clinical Sciences, Lund University, Lund, Sweden., Scherman J; Radiation Physics, Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund, Sweden., Häggström I; Department of Medical Radiation Sciences, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.; Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden., Wåhlstrand V; Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden., Gunnlaugsson A; Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund, Sweden., Nilsson MP; Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund, Sweden., Moreau M; Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund, Sweden., Vass N; Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund, Sweden., Pettersson N; Department of Medical Radiation Sciences, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.; Department of Medical Physics and Biomedical Engineering, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden., Gustafsson CJ; Radiation Physics, Department of Hematology, Oncology, and Radiation Physics, Skåne University Hospital, Lund, Sweden.; Department of Translational Medicine, Medical Radiation Physics, Lund University, Malmö, Sweden. |
| Source: | Journal of applied clinical medical physics [J Appl Clin Med Phys] 2025 Sep; Vol. 26 (9), pp. e70221. |
| 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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| ISSN: | 1526-9914 |
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| DOI: | 10.1002/acm2.70221 |
