Pathology Topological Feature Extraction and Visualization of Whole Slide Images using Graph Neural Networks. March 10, 2021
Bioinformatics | Cytology | Oncology | Pathology EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control. February 24, 2021
Computer-aided diagnosis | Oncology | Pathology Self-learning for weakly supervised Gleason grading of local patterns. February 23, 2021
Pathology An end-to-end breast tumour classification model using context-based patch modelling – A BiLSTM approach for image classification. December 19, 2020
Oncology | Pathology HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images. December 1, 2020
Oncology | Pathology A deep learning model to predict RNA-Seq expression of tumours from whole slide images. August 4, 2020
Pathology Annotations, Ontologies, and Whole Slide Images – Development of an Annotated Ontology-Driven Whole Slide Image Library of Normal and Abnormal Human Tissue. September 20, 2019
Pathology Clinical-grade computational pathology using weakly supervised deep learning on whole slide images. July 16, 2019
Digital Pathology | Oncology | Pathology Deep learning for automatic Gleason pattern classification for grade group determination of prostate biopsies. May 17, 2019
Oncology | Pathology Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent. January 11, 2019