Development and external evaluation of a self-learning auto-segmentation model for Colorectal Cancer Liver Metastases Assessment (COALA).

Autor: Bereska JI; Cancer Center Amsterdam, Amsterdam, The Netherlands. j.i.bereska@amsterdamUMC.nl.; Amsterdam UMC, University of Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam, The Netherlands. j.i.bereska@amsterdamUMC.nl.; Amsterdam UMC, University of Amsterdam, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands. j.i.bereska@amsterdamUMC.nl., Zeeuw M; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Surgery, Amsterdam, The Netherlands., Wagenaar L; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, University of Amsterdam, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands., Jenssen HB; Oslo University Hospital, Department of Radiology and Nuclear Medicine, Oslo, Norway., Wesdorp NJ; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Surgery, Amsterdam, The Netherlands., van der Meulen D; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Surgery, Amsterdam, The Netherlands., Bereska LF; University of Amsterdam, Video and Image Sense Lab, Amsterdam, The Netherlands., Gavves E; University of Amsterdam, Video and Image Sense Lab, Amsterdam, The Netherlands., Janssen BV; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam, The Netherlands.; Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, The Netherlands., Besselink MG; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam, The Netherlands.; Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, The Netherlands., Marquering HA; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, University of Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam, The Netherlands.; Amsterdam UMC, University of Amsterdam, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands., van Waesberghe JTM; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam, The Netherlands., Aghayan DL; Oslo University Hospital, Department of Hepato-Pancreato-Biliary Surgery, Oslo, Norway.; Oslo University Hospital, The Intervention Centre, Oslo, Norway., Pelanis E; Oslo University Hospital, Department of Hepato-Pancreato-Biliary Surgery, Oslo, Norway.; Oslo University Hospital, The Intervention Centre, Oslo, Norway., van den Bergh J; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam, The Netherlands., Nota IIM; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam, The Netherlands., Moos S; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam, The Netherlands., Kemmerich G; Oslo University Hospital, Department of Radiology and Nuclear Medicine, Oslo, Norway., Syversveen T; Oslo University Hospital, Department of Radiology and Nuclear Medicine, Oslo, Norway., Kolrud FK; Oslo University Hospital, Department of Radiology and Nuclear Medicine, Oslo, Norway., Huiskens J; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Surgery, Amsterdam, The Netherlands., Swijnenburg RJ; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam, The Netherlands., Punt CJA; Amsterdam UMC, University of Amsterdam, Department of Medical Oncology, Amsterdam, The Netherlands.; Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands., Stoker J; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, University of Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam, The Netherlands.; Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam, The Netherlands., Edwin B; Oslo University Hospital, Department of Hepato-Pancreato-Biliary Surgery, Oslo, Norway.; Oslo University Hospital, The Intervention Centre, Oslo, Norway., Fretland ÅA; Oslo University Hospital, Department of Hepato-Pancreato-Biliary Surgery, Oslo, Norway.; Oslo University Hospital, The Intervention Centre, Oslo, Norway., Kazemier G; Cancer Center Amsterdam, Amsterdam, The Netherlands.; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Surgery, Amsterdam, The Netherlands., Verpalen IM; Cancer Center Amsterdam, Amsterdam, The Netherlands. i.m.verpalen@amsterdamUMC.nl.; Amsterdam UMC, University of Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam, The Netherlands. i.m.verpalen@amsterdamUMC.nl.

Publikováno v: Insights into imaging [Insights Imaging] 2024 Nov 22; Vol. 15 (1), pp. 279. Date of Electronic Publication: 2024 Nov 22.