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
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 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
Oncology | Pathology Deep Learning identifies inflamed fat as a risk factor for lymph node metastasis in early colorectal cancer. November 5, 2021
Computational Pathology | Pathology Weakly supervised annotation-free cancer detection and prediction of genotype in routine histopathology. September 25, 2021
Oncology | Pathology Development and validation of deep learning classifiers to detect Epstein-Barr virus and microsatellite instability status in gastric cancer: a retrospective multicentre cohort study. August 21, 2021
Medical Imaging | Oncology | Pathology Clinical-grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning. June 20, 2020