Oncology | Pathology Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology. May 23, 2024
Pathology Automated curation of large-scale cancer histopathology image datasets using deep learning. February 27, 2024
Computational Pathology | Oncology | Pathology Regression-based Deep-Learning predicts molecular biomarkers from pathology slides. February 10, 2024
Oncology | Pathology End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study. December 20, 2023
Cancer Research | Oncology Encrypted federated learning for secure decentralized collaboration in cancer image analysis. December 17, 2023
Oncology | Pathology Colorectal cancer risk stratification on histological slides based on survival curves predicted by deep learning. September 26, 2023
Bioinformatics | Genomics | Oncology Machine learning in the identification of prognostic DNA methylation biomarkers among patients with cancer: A systematic review of epigenome-wide studies. September 6, 2023
Oncology | Pathology Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study. August 31, 2023
Bioinformatics | Oncology | Pathology Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study. March 23, 2023
Pathology Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology. May 19, 2022
Oncology | Pathology | Surgery Deep learning can predict lymph node status directly from histology in colorectal cancer. October 14, 2021
Computational Pathology | Pathology Weakly supervised annotation-free cancer detection and prediction of genotype in routine histopathology. September 25, 2021