Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Dietrich, Esther"'
Autor:
Fuhlert, Patrick, Ernst, Anne, Dietrich, Esther, Westhaeusser, Fabian, Kloiber, Karin, Bonn, Stefan
Deep neural networks for survival prediction outper-form classical approaches in discrimination, which is the ordering of patients according to their time-of-event. Conversely, classical approaches like the Cox Proportional Hazards model display much
Externí odkaz:
http://arxiv.org/abs/2208.08182
Autor:
Dietrich, Esther, Fuhlert, Patrick, Ernst, Anne, Sauter, Guido, Lennartz, Maximilian, Stiehl, H. Siegfried, Zimmermann, Marina, Bonn, Stefan
Clinical decision support for histopathology image data mainly focuses on strongly supervised annotations, which offers intuitive interpretability, but is bound by expert performance. Here, we propose an explainable cancer relapse prediction network
Externí odkaz:
http://arxiv.org/abs/2111.13439
Autor:
Thebille, Ann-Katrin, Dietrich, Esther, Klaus, Martin, Gernhold, Lukas, Lennartz, Maximilian, Kuppe, Christoph, Kramann, Rafael, Huber, Tobias B., Sauter, Guido, Puelles, Victor G., Zimmermann, Marina, Bonn, Stefan
The automated analysis of medical images is currently limited by technical and biological noise and bias. The same source tissue can be represented by vastly different images if the image acquisition or processing protocols vary. For an image analysi
Externí odkaz:
http://arxiv.org/abs/2105.11765
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.
