Computational Segmentation and Classification of Diabetic Glomerulosclerosis

• Artificial Intelligence in Kidney Transplant Pathology: Current Evidence, Limitations, and Relevance to the Banff Framework

  2026 Kidney International Reports article Computer Science AI in cancer detection Open access

  0

  citations
• Transformer-based multiclass segmentation pipeline for basic kidney histology

  2025 Scientific Reports article Computer Science AI in cancer detection Open access

  5

  citations
• Transformer-based multiclass segmentation pipeline for basic kidney histology

  2025 medRxiv preprint Computer Science AI in cancer detection Open access

  0

  citations
• Explainability of a Deep Learning-Based Classification Model for Antineutrophil Cytoplasmic Autoantibody–Associated Glomerulonephritis

  2024 Kidney International Reports article Computer Science AI in cancer detection Open access

  9

  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
• 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
• 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
• 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
• Quantitative assessment of inflammatory infiltrates in kidney transplant biopsies using multiplex tyramide signal amplification and deep learning

  2021 Laboratory Investigation article Computer Science AI in cancer detection Open access cited by 1 patent

  42

  citations
• How will artificial intelligence and bioinformatics change our understanding of IgA Nephropathy in the next decade?

  2021 Seminars in Immunopathology article Medicine Renal Diseases and Glomerulopathies Open access

  28

  citations
• Machine learning in medicine: Medical droids, tricorders, and a computer named Hal 9000

  2021 Néphrologie & Thérapeutique article Computer Science AI in cancer detection

  3

  citations
• Deep learning–based molecular morphometrics for kidney biopsies

  2021 JCI Insight article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  48

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

  2021 medRxiv preprint Computer Science AI in cancer detection Open access

  1

  citations
• Deep Learning–Based Segmentation and Quantification in Experimental Kidney Histopathology

  2020 Journal of the American Society of Nephrology article Computer Science AI in cancer detection Open access

  187

  citations
• Deep learning-based molecular morphometrics for kidney biopsies

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  6

  citations
• Artificial intelligence and machine learning in nephropathology

  2020 Kidney International article Computer Science AI in cancer detection Open access

  114

  citations

17 results