Imaging | Oncology | Radiology Breast Multiparametric MRI for Prediction of Neoadjuvant Chemotherapy Response in Breast Cancer: The BMMR2 Challenge. January 5, 2024
Oncology | Pathology | Radiology AI-powered interpretable imaging phenotypes noninvasively characterize tumor microenvironment associated with diverse molecular signatures and survival in breast cancer. October 21, 2023
Imaging Informatics | Oncology | Radiology Assessment of Lymphovascular Invasion in Breast Cancer Using a Combined MRI Morphological Features, Radiomics, and Deep Learning Approach Based on Dynamic Contrast-Enhanced MRI. October 19, 2023
Oncology | Radiology Unified Bayesian network for uncertainty quantification of physiological parameters in dynamic contrast enhanced (DCE) MRI of the liver. October 11, 2023
Oncology | Radiology Diagnostic efficiency of multi-modal MRI based deep learning with Sobel operator in differentiating benign and malignant breast mass lesions-a retrospective study. August 7, 2023
Neurology | Radiology Improving measurement of blood-brain barrier permeability with reduced scan time using deep-learning-derived capillary input function. July 28, 2023
Pathology | Radiology A Channel-Dimensional Feature-Reconstructed Deep Learning Model for Predicting Breast Cancer Molecular Subtypes on Overall b-Value Diffusion-Weighted MRI. July 5, 2023
Genomics | Oncology | Radiology Patient Graph Deep Learning to Predict Breast Cancer Molecular Subtype. June 28, 2023
Oncology | Radiology Cross-attention multi-branch CNN using DCE-MRI to classify breast cancer molecular subtypes. March 24, 2023
Medical Imaging | Oncology | Radiology Weakly Supervised Breast Lesion Detection in DCE-MRI using Self-Transfer Learning. February 23, 2023
Oncology | Radiology Deep learning radiomic analysis of DCE-MRI combined with clinical characteristics predicts pathological complete response to neoadjuvant chemotherapy in breast cancer. January 23, 2023
Oncology | Radiology | Surgery A nomogram based on radiomics signature and deep-learning signature for preoperative prediction of axillary lymph node metastasis in breast cancer. November 7, 2022