Data-efficient and weakly supervised computational pathology on whole-slide images

• Artificial Intelligence-based Segmentation of Residual Pancreatic Cancer in Resection Specimens Following Neoadjuvant Treatment (ISGPP-2)

  2024 The American Journal of Surgical Pathology article Computer Science AI in cancer detection Open access

  6

  citations
• Applications of artificial intelligence in the analysis of histopathology images of gliomas: a review

  2024 npj Imaging article Computer Science AI in cancer detection Open access

  41

  citations
• Predicting clinical endpoints and visual changes with quality-weighted tissue-based renal histological features

  2024 Frontiers in Transplantation article Computer Science AI in cancer detection Open access

  0

  citations
• DEEP LEARNING APPROACH FOR RENAL CELL CARCINOMA DETECTION, SUBTYPING, AND GRADING

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

  0

  citations
• Regression-based Deep-Learning predicts molecular biomarkers from pathology slides

  2024 Nature Communications article Computer Science AI in cancer detection Open access cited by 1 patent

  106

  citations
• Advances in medical image analysis with vision Transformers: A comprehensive review

  2023 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques

  482

  citations
• Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers

  2023 Lecture notes in computer science conference-paper Computer Science AI in cancer detection

  0

  citations
• MesoGraph: Automatic profiling of mesothelioma subtypes from histological images

  2023 Cell Reports Medicine article Computer Science AI in cancer detection Open access

  20

  citations
• An end-to-end weakly supervised learning framework for cancer subtype classification using histopathological slides

  2023 Expert Systems with Applications article Computer Science AI in cancer detection

  13

  citations
• Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data

  2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access

  8

  citations
• Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology

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

  88

  citations
• Prediction of heart transplant rejection from routine pathology slides with self-supervised deep learning

  2023 European Heart Journal - Digital Health article Computer Science AI in cancer detection Open access

  33

  citations
• AI in Computational Pathology of Cancer: Improving Diagnostic Workflows and Clinical Outcomes?

  2023 Annual Review of Cancer Biology review Computer Science AI in cancer detection Open access

  42

  citations
• Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts

  2022 The Lancet Digital Health article Computer Science AI in cancer detection Open access

  134

  citations
• Prediction of heart transplant rejection from routine pathology slides with self-supervised Deep Learning

  2022 medRxiv preprint Computer Science AI in cancer detection Open access

  4

  citations
• Adversarial attacks and adversarial robustness in computational pathology

  2022 Nature Communications article Computer Science Adversarial Robustness in Machine Learning Open access

  115

  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
• Self-supervised deep learning for pan-cancer mutation prediction from histopathology

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

  10

  citations
• The evolving role of morphology in endometrial cancer diagnostics: From histopathology and molecular testing towards integrative data analysis by deep learning

  2022 Frontiers in Oncology article Medicine Endometrial and Cervical Cancer Treatments Open access

  20

  citations
• Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology

  2022 Medical Image Analysis article Computer Science AI in cancer detection Open access

  186

  citations

• Pan-cancer image-based detection of clinically actionable genetic alterations

  2020 Nature Cancer article Computer Science AI in cancer detection Open access cited by 6 patents

  699

  citations

1 result