A student trained convolutional neural network competing with a commercial AI software and experts in organ at risk segmentation.

Autor: Bürkle SL; Department of Radiation Oncology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany. sophia.buerkle@uniklinik-freiburg.de., Kuhn D; Division of Medical Physics, Department of Radiation Oncology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Fechter T; Division of Medical Physics, Department of Radiation Oncology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; German Cancer Consortium (DKTK), Partner Site Freiburg, Freiburg, Germany., Radicioni G; Department of Radiation Oncology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Hartong N; Department of Radiation Oncology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Freitag MT; Department of Nuclear Medicine, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Qiu X; Department of Urology, Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China., Karagiannis E; German Oncology Center (GOC), European University of Cyprus, Limassol, Cyprus., Grosu AL; Department of Radiation Oncology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; German Cancer Consortium (DKTK), Partner Site Freiburg, Freiburg, Germany., Baltas D; Division of Medical Physics, Department of Radiation Oncology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; German Cancer Consortium (DKTK), Partner Site Freiburg, Freiburg, Germany., Zamboglou C; Department of Radiation Oncology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; German Cancer Consortium (DKTK), Partner Site Freiburg, Freiburg, Germany.; German Oncology Center (GOC), European University of Cyprus, Limassol, Cyprus.; Berta-Ottenstein-Programme, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Spohn SKB; Department of Radiation Oncology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; German Cancer Consortium (DKTK), Partner Site Freiburg, Freiburg, Germany.; Berta-Ottenstein-Programme, Faculty of Medicine, University of Freiburg, Freiburg, Germany.

Publikováno v: Scientific reports [Sci Rep] 2024 Oct 29; Vol. 14 (1), pp. 25929. Date of Electronic Publication: 2024 Oct 29.