Oncology | Pathology Deep learning uncertainty quantification for clinical text classification. December 15, 2023
Medical Informatics | Pathology Using ensembles and distillation to optimize the deployment of deep learning models for the classification of electronic cancer pathology reports. September 17, 2022
Medical Informatics | Oncology | Pathology Automatic information extraction from childhood cancer pathology reports. June 20, 2022
Health Informatics | Oncology | Pathology A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification. January 12, 2022
Clinical NLP | Pathology Class Imbalance in Out-of-Distribution Datasets: Improving the Robustness of the TextCNN for the Classification of Rare Cancer Types. November 25, 2021
Computer Science | Machine Learning | Pathology Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports. September 12, 2020
Pathology Classifying cancer pathology reports with hierarchical self-attention networks. December 9, 2019
Medical Informatics | Pathology Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks. November 11, 2019
Pathology Scalable deep text comprehension for Cancer surveillance on high-performance computing. February 1, 2019
Pathology Deep Learning for Automated Extraction of Primary Sites From Cancer Pathology Reports. October 12, 2018
Oncology | Pathology Hierarchical attention networks for information extraction from cancer pathology reports. March 8, 2018