Digital pathology and computational image analysis in nephropathology

• Individualised treatment effects of corticosteroids in IgA nephropathy

  2026 EBioMedicine article Medicine Renal Diseases and Glomerulopathies Open access

  0

  citations
• Deep learning-based histopathologic segmentation of peritubular capillaries in kidney transplant biopsies

  2025 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

  4

  citations
• Bridging imaging-based in vitro methods from biomedical research to regulatory toxicology

  2025 Archives of Toxicology article Veterinary Animal testing and alternatives Open access

  7

  citations
• tRigon: an R package and Shiny App for integrative (path-)omics data analysis

  2024 BMC Bioinformatics article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access

  7

  citations
• Fortschritte in der computergestützten quantitativen Nephropathologie

  2024 Die Pathologie article Computer Science AI in cancer detection

  1

  citations
• Banff Digital Pathology Working Group: Image Bank, Artificial Intelligence Algorithm, and Challenge Trial Developments

  2023 Transplant International article Computer Science AI in cancer detection Open access

  20

  citations
• Computational pathology for nephropathology

  2023 Trillium Pathology article Computer Science AI in cancer detection

  0

  citations
• Validating a low-cost, open-source, locally manufactured workstation and computational pipeline for automated histopathology evaluation using deep learning

  2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

  1

  citations
• Next-Generation Morphometry for pathomics-data mining in histopathology

  2023 Nature Communications article Computer Science AI in cancer detection Open access

  141

  citations
• Unsupervised many-to-many stain translation for histological image augmentation to improve classification accuracy

  2023 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

  10

  citations
• Convolutional Neural Networks for the Evaluation of Chronic and Inflammatory Lesions in Kidney Transplant Biopsies

  2022 American Journal Of Pathology article Computer Science AI in cancer detection Open access

  37

  citations
• Predicting Future Outcomes from Kidney Biopsies with MCD/FSGS Lesions: Opportunities and Limitations

  2022 Journal of the American Society of Nephrology article Medicine Renal Diseases and Glomerulopathies Open access

  3

  citations
• Next-Generation Morphometry for pathomics-data mining in histopathology

  2022 Research Square preprint Computer Science AI in cancer detection Open access

  6

  citations
• The potential of artificial intelligence-based applications in kidney pathology

  2022 Current Opinion in Nephrology & Hypertension article Computer Science AI in cancer detection Open access

  24

  citations
• Large-scale extraction of interpretable features provides new insights into kidney histopathology – A proof-of-concept study

  2022 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

  11

  citations
• Impact of Consensus Definitions on Identification of Glomerular Lesions by Light and Electron Microscopy

  2021 Kidney International Reports article Medicine Renal Diseases and Glomerulopathies Open access

  6

  citations
• Deep-Learning–Driven Quantification of Interstitial Fibrosis in Digitized Kidney Biopsies

  2021 American Journal Of Pathology article Computer Science AI in cancer detection Open access

  47

  citations
• Deep learning driven quantification of interstitial fibrosis in kidney biopsies

  2021 medRxiv preprint Computer Science AI in cancer detection Open access

  1

  citations

18 results