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Authors
Fathallah, Abir
Mesbah, Zacharia
Blache, Alice
Mony, Romain
Beddok, Arnaud
Bourhis, Jean
Modzelewski, Romain
Hatt, Mathieu
Thariat, Juliette
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Funding
Funding for this research was provided by:
Institut National de la Santé et de la Recherche Médicale (FLAPS-IA)
Institut National de la Santé et de la Recherche Médicale (FLAPS-IA)
Institut National de la Santé et de la Recherche Médicale (FLAPS-IA)
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Article History
Received: 11 September 2025
Accepted: 10 April 2026
First Online: 13 May 2026
Declarations
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: The authors declare no competing interests.
: Ethical approval for the use of the dataset was obtained through the ethical committee registration number 2017-004936-13. For this retrospective analysis of the quality assurance study data, informed consent was waived by both committees due to the use of anonymized data extracted from standard clinical practice. All methods were carried out in accordance with relevant guidelines and regulations. The real world image datasets C, A, R are part of the institutional review board and CEESREES approved XFLAP study, health data hub registration number 22075392, composed of poRT planning DICOM RT data and clinical data.
