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Deep learning-based molecular morphometrics for kidney biopsies.
Zimmermann, Marina; Klaus, Martin; Wong, Milagros N; Thebille, Ann-Katrin; Gernhold, Lukas; Kuppe, Christoph; Halder, Maurice; Kranz, Jennifer; Wanner, Nicola; Braun, Fabian; Wulf, Sonia; Wiech, Thorsten; Panzer, Ulf; Krebs, Christian F; Hoxha, Elion; Kramann, Rafael; Huber, Tobias B; Bonn, Stefan; Puelles, Victor G.
Affiliation
  • Zimmermann M; III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Klaus M; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Wong MN; III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Thebille AK; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Gernhold L; III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Kuppe C; Institute of Medical Systems Biology, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Halder M; III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Kranz J; Department of Nephrology and Clinical Immunology and.
  • Wanner N; Institute of Experimental Medicine and Systems Biology, RWTH Aachen University, Aachen, Germany.
  • Braun F; Department of Nephrology and Clinical Immunology and.
  • Wulf S; Institute of Experimental Medicine and Systems Biology, RWTH Aachen University, Aachen, Germany.
  • Wiech T; St.-Antonius Hospital Eschweiler, Department of Urology, Eschweiler, Germany.
  • Panzer U; Department of Urology and Kidney Transplantation, Martin-Luther-University, Halle, Germany.
  • Krebs CF; III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Hoxha E; III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Kramann R; Department of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Huber TB; Department of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Bonn S; III. Department of Medicine, Division of Translational Immunology, and.
  • Puelles VG; Hamburg Center for Translational Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
JCI Insight ; 6(7)2021 04 08.
Article in En | MEDLINE | ID: mdl-33705360
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Image Processing, Computer-Assisted / Diagnosis, Computer-Assisted / Anti-Neutrophil Cytoplasmic Antibody-Associated Vasculitis / Deep Learning / Kidney Type of study: Diagnostic_studies / Observational_studies / Risk_factors_studies Limits: Humans Language: En Journal: JCI Insight Year: 2021 Document type: Article Affiliation country: Country of publication:
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Image Processing, Computer-Assisted / Diagnosis, Computer-Assisted / Anti-Neutrophil Cytoplasmic Antibody-Associated Vasculitis / Deep Learning / Kidney Type of study: Diagnostic_studies / Observational_studies / Risk_factors_studies Limits: Humans Language: En Journal: JCI Insight Year: 2021 Document type: Article Affiliation country: Country of publication: