Oncology | Pathology End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study. December 20, 2023
Clinical Informatics | Health Informatics | Medical Data Science OpenDeID Pipeline for Unstructured Electronic Health Record Text Notes Based on Rules and Transformers: Deidentification Algorithm Development and Validation Study. December 6, 2023
Oncology | Pathology Colorectal cancer risk stratification on histological slides based on survival curves predicted by deep learning. September 26, 2023
Oncology | Pathology Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study. August 31, 2023
Oncology | Pathology Prognostic Significance of Tumor-Infiltrating Lymphocytes Determined Using LinkNet on Colorectal Cancer Pathology Images. February 27, 2023
Oncology | Pathology Predicting microsatellite instability and key biomarkers in colorectal cancer from H&E-stained images: achieving state-of-the-art predictive performance with fewer data using Swin Transformer. February 1, 2023
Oncology | Pathology Colorectal Cancer Survival Prediction Using Deep Distribution Based Multiple-Instance Learning. November 24, 2022
Artificial Intelligence | Oncology | Pathology A retrospective analysis using deep-learning models for prediction of survival outcome and benefit of adjuvant chemotherapy in stage II/III colorectal cancer. March 25, 2022
Family Medicine | Informatics Family History Information Extraction With Neural Attention and an Enhanced Relation-Side Scheme: Algorithm Development and Validation. December 1, 2020
Oncology | Pathology Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks. August 2, 2020