Oncology | Pathology | Radiology Image-Based Subtype Classification for Glioblastoma Using Deep Learning: Prognostic Significance and Biologic Relevance. January 17, 2024
Genetics | Oncology | Pathology A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations. February 5, 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
Digital Pathology | Genetics | Pathology Optimization of deep learning models for the prediction of gene mutations using unsupervised clustering. November 14, 2022
Pathology Improving feature extraction from histopathological images through a fine-tuning ImageNet model. October 22, 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