Robust, credible, and interpretable AI-based histopathological prostate cancer grading.

Autor: Westhaeusser F; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology Hamburg (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.; Spearpoint Analytics AB, Stockholm, Sweden., Fuhlert P; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology Hamburg (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.; Spearpoint Analytics AB, Stockholm, Sweden., Dietrich E; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology Hamburg (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Lennartz M; Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Khatri R; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology Hamburg (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Kaiser N; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology Hamburg (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.; III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Röbeck P; Department of Urology, Uppsala University Hospital, Uppsala, Sweden., Bülow R; Institute of Pathology, RWTH Aachen University Hospital, Aachen, Germany., von Stillfried S; Institute of Pathology, RWTH Aachen University Hospital, Aachen, Germany., Witte A; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology Hamburg (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Ladjevardi S; Department of Urology, Uppsala University Hospital, Uppsala, Sweden., Drotte A; Spearpoint Analytics AB, Stockholm, Sweden., Severgardh P; Spearpoint Analytics AB, Stockholm, Sweden., Baumbach J; Institute of Computational Systems Biology, University of Hamburg, Germany., Puelles VG; III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.; Department of Pathology, Aarhus University Hospital, Aarhus, Denmark., Häggman M; Department of Urology, Uppsala University Hospital, Uppsala, Sweden., Brehler M; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology Hamburg (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Boor P; Institute of Pathology, RWTH Aachen University Hospital, Aachen, Germany., Walhagen P; Spearpoint Analytics AB, Stockholm, Sweden., Dragomir A; Department of Pathology, Uppsala University Hospital and Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden., Busch C; Spearpoint Analytics AB, Stockholm, Sweden.; Department of Urology, Uppsala University Hospital, Uppsala, Sweden., Graefen M; Martini-Klinik Prostate Cancer Center, University Hospital Hamburg-Eppendorf, Hamburg, Germany., Bengtsson E; Spearpoint Analytics AB, Stockholm, Sweden.; Uppsala University, Department of Information Technology, Centre for Image Analysis, Uppsala, Sweden., Sauter G; Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Zimmermann M; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology Hamburg (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Bonn S; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology Hamburg (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.; Spearpoint Analytics AB, Stockholm, Sweden.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2024 Jul 10. Date of Electronic Publication: 2024 Jul 10.