Deep learning outperformed 11 pathologists in the classification of histopathological melanoma images

• Artificial intelligence in digital pathology of cutaneous lymphomas: A review of the current state and future perspectives

  2023 Seminars in Cancer Biology article Computer Science AI in cancer detection Open access

  26

  citations
• Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review

  2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent

  102

  citations
• Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts

  2021 European Journal of Cancer review Medicine Cutaneous Melanoma Detection and Management Open access

  269

  citations
• Gastrointestinal cancer classification and prognostication from histology using deep learning: Systematic review

  2021 European Journal of Cancer review Computer Science AI in cancer detection Open access

  196

  citations
• A benchmark for neural network robustness in skin cancer classification

  2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access

  65

  citations
• Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours

  2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

  66

  citations
• Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification

  2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

  108

  citations
• Diagnostic performance of artificial intelligence for histologic melanoma recognition compared to 18 international expert pathologists

  2021 Journal of the American Academy of Dermatology article Computer Science AI in cancer detection Open access

  70

  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
• Artificial intelligence-based pathology for gastrointestinal and hepatobiliary cancers

  2020 Gut article Computer Science AI in cancer detection

  101

  citations
• Artificial intelligence for the management of pancreatic diseases

  2020 Digestive Endoscopy article Medicine Artificial Intelligence in Healthcare and Education Open access cited by 2 patents

  37

  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

12 results