Image analysis and machine learning in digital pathology: Challenges and opportunities

• Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects

  2025 Medical Image Analysis article Computer Science Domain Adaptation and Few-Shot Learning Open access

  26

  citations
• An international multi-institutional validation study of the algorithm for prostate cancer detection and Gleason grading

  2023 npj Precision Oncology article Computer Science AI in cancer detection Open access cited by 1 patent

  34

  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
• 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
• Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study

  2021 Journal of Medical Internet Research article Computer Science AI in cancer detection Open access

  64

  citations
• Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study (Preprint)

  2020 preprint Computer Science AI in cancer detection Open access

  0

  citations
• Artificial intelligence and radiomics in pediatric molecular imaging

  2020 Methods article Medicine Radiomics and Machine Learning in Medical Imaging

  22

  citations
• Classification of Tissue Regions in Histopathological Images: Comparison Between Pre-trained Convolutional Neural Networks and Local Binary Patterns Variants

  2020 Intelligent systems reference library book-chapter Computer Science AI in cancer detection

  9

  citations

8 results