Oncology | Pathology From whole-slide image to biomarker prediction: end-to-end weakly supervised deep learning in computational pathology. September 16, 2024
Pathology | Urology A deep-learning workflow to predict upper tract urothelial carcinoma protein-based subtypes from H&E slides supporting the prioritization of patients for molecular testing. March 20, 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 Extracting structured information from unstructured histopathology reports using generative pre-trained transformer 4 (GPT-4). December 15, 2023
Oncology | Pathology [Multistain deep learning as a prognostic and predictive biomarker in colorectal cancer]. November 21, 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 Multistain deep learning for prediction of prognosis and therapy response in colorectal cancer. January 9, 2023
Pathology Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning. October 20, 2022
Oncology | Pathology | Radiology | Urology Multimodal Deep Learning for Prognosis Prediction in Renal Cancer. December 13, 2021
Oncology | Pathology | Urology Deep Learning Predicts Molecular Subtype of Muscle-invasive Bladder Cancer from Conventional Histopathological Slides. May 1, 2020