Oncology | Pathology A panoptic segmentation dataset and deep-learning approach for explainable scoring of tumor-infiltrating lymphocytes. June 28, 2024
Breast Surgery | Oncology | Radiology Deep learning radiomics based prediction of axillary lymph node metastasis in breast cancer. March 13, 2024
Oncology | Pathology | Precision Medicine Deep learning infers clinically relevant protein levels and drug response in breast cancer from unannotated pathology images. February 27, 2024
Oncology | Pathology Predicting early breast cancer recurrence from histopathological images in the Carolina Breast Cancer Study. November 11, 2023
Oncology | Pathology Prediction models for hormone receptor status in female breast cancer do not extend to males: further evidence of sex-based disparity in breast cancer. November 8, 2023
Oncology | Pathology Deep learning model improves tumor-infiltrating lymphocyte evaluation and therapeutic response prediction in breast cancer. August 30, 2023
Machine Learning | Oncology | Pathology | Radiology Multi-center study on predicting breast cancer lymph node status from core needle biopsy specimens using multi-modal and multi-instance deep learning. July 13, 2023
Oncology | Pathology Integration of clinical features and deep learning on pathology for the prediction of breast cancer recurrence assays and risk of recurrence. April 14, 2023
Machine Learning | Oncology | Pathology Biological insights and novel biomarker discovery through deep learning approaches in breast cancer histopathology. April 6, 2023
Machine Learning | Oncology | Radiology Predicting breast cancer types on and beyond molecular level in a multi-modal fashion. March 23, 2023
Oncology | Pathology Predicting neoadjuvant chemotherapy benefit using deep learning from stromal histology in breast cancer. November 23, 2022
Pathology Deep learning for fully-automated nuclear pleomorphism scoring in breast cancer. November 8, 2022