International Variation in Histologic Grading Is Large, and Persistent Feedback Does Not Improve Reproducibility

• Continuous Diagnostic Indices from BanffNET Automated Lesion Scores for Kidney Transplant Pathology: Development and Evaluation of a Diagnostic Prediction Model

  2026 medRxiv preprint Medicine Renal Transplantation Outcomes and Treatments

  0

  citations
• BanffNET, a Deep Learning System for Comprehensive Histological Lesion Quantification in Kidney Transplant Biopsies

  2026 medRxiv preprint Computer Science AI in cancer detection Open access

  2

  citations
• 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
• Highly Repeatable Tissue Proteomics for Kidney Transplant Pathology: Technical and Biological Validation of Protein Analysis Using Liquid Chromatography-Tandem Mass Spectrometry/Mass Spectrometry (LC-MS/MS)

  2026 Laboratory Investigation article Chemistry Advanced Proteomics Techniques and Applications 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
• Identification and Cross-Platform Validation of Sparse Molecular Classifiers for Antibody-Mediated and T-Cell–Mediated Rejection After Kidney Transplantation

  2025 Kidney International Reports article Medicine Renal Transplantation Outcomes and Treatments Open access

  2

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

  2025 medRxiv preprint Computer Science AI in cancer detection Open access

  0

  citations
• Highly Repeatable Tissue Proteomics for Kidney Transplant Pathology: Technical and Biological Validation of Protein Analysis using LC-MS/MS

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Chemistry Advanced Proteomics Techniques and Applications Open access

  3

  citations
• Feasibility and Potential of Transcriptomic Analysis Using the NanoString nCounter Technology to Aid the Classification of Rejection in Kidney Transplant Biopsies

  2022 Transplantation article Medicine Renal Transplantation Outcomes and Treatments Open access

  26

  citations
• Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology

  2022 Modern Pathology article Computer Science AI in cancer detection Open access cited by 1 patent

  77

  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
• A Decentralized Kidney Transplant Biopsy Classifier for Transplant Rejection Developed Using Genes of the Banff-Human Organ Transplant Panel

  2022 Frontiers in Immunology article Medicine Renal Transplantation Outcomes and Treatments Open access

  24

  citations
• Artificial intelligence and machine learning in nephropathology

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

  114

  citations

13 results