Segmentation of Glomeruli Within Trichrome Images Using Deep Learning

• Multiscale segmentation using hierarchical phase-contrast tomography and deep learning

  2026 PLoS Computational Biology article Computer Science Medical Image Segmentation Techniques Open access

  3

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

  2025 medRxiv preprint Computer Science AI in cancer detection Open access

  0

  citations
• Deep learning applications for kidney histology analysis

  2024 Current Opinion in Nephrology & Hypertension article Computer Science AI in cancer detection

  7

  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
• 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
• 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

9 results