W3156579229

• Deep learning for predicting invasive recurrence of ductal carcinoma in situ: leveraging histopathology images and clinical features

  2025 EBioMedicine article Computer Science AI in cancer detection Open access

  5

  citations
• Self-supervised learning reveals clinically relevant histomorphological patterns for therapeutic strategies in colon cancer

  2025 Nature Communications article Computer Science AI in cancer detection Open access

  24

  citations
• Prediction of recurrence risk in endometrial cancer with multimodal deep learning

  2024 Nature Medicine article Computer Science AI in cancer detection Open access

  103

  citations
• Self-Supervised Learning Reveals Clinically Relevant Histomorphological Patterns for Therapeutic Strategies in Colon Cancer

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access cited by 1 patent

  8

  citations
• End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study

  2023 The Lancet Digital Health article Computer Science AI in cancer detection Open access cited by 1 patent

  108

  citations
• HECTOR: multimodal deep learning predicts recurrence risk in endometrial cancer

  2023 medRxiv preprint Computer Science AI in cancer detection Open access

  0

  citations
• Deep learning trained on lymph node status predicts outcome from gastric cancer histopathology: a retrospective multicentric study

  2023 European Journal of Cancer article Computer Science AI in cancer detection Open access

  25

  citations
• Deep learning for multi-class semantic segmentation enables colorectal cancer detection and classification in digital pathology images

  2023 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent

  60

  citations
• Multistain deep learning for prediction of prognosis and therapy response in colorectal cancer

  2023 Nature Medicine article Computer Science AI in cancer detection cited by 1 patent

  269

  citations
• Artificial intelligence in histopathology: enhancing cancer research and clinical oncology

  2022 Nature Cancer article Computer Science AI in cancer detection cited by 1 patent

  454

  citations
• Optical coherence tomography and convolutional neural networks can differentiate colorectal liver metastases from liver parenchyma ex vivo

  2022 Journal of Cancer Research and Clinical Oncology article Engineering Optical Coherence Tomography Applications Open access

  14

  citations
• Optical coherence tomography and convolutional neural networks can differentiate colorectal liver metastases from liver parenchyma ex vivo.

  2022 Research Square preprint Engineering Optical Coherence Tomography Applications Open access

  1

  citations
• Artificial intelligence to identify genetic alterations in conventional histopathology

  2022 The Journal of Pathology article Computer Science AI in cancer detection Open access

  131

  citations
• DeepMed: A unified, modular pipeline for end-to-end deep learning in computational pathology

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

  13

  citations
• Deep learning identifies inflamed fat as a risk factor for lymph node metastasis in early colorectal cancer

  2021 The Journal of Pathology article Computer Science AI in cancer detection Open access

  78

  citations
• Automated risk classification of colon biopsies based on semantic segmentation of histopathology images

  2021 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

  0

  citations

16 results