Oncology | Radiology DCE-Qnet: Deep Network Quantification of Dynamic Contrast Enhanced (DCE) MRI. June 7, 2024
Oncology | Radiology | Surgery Deep Learning Model for Predicting Proliferative Hepatocellular Carcinoma Using Dynamic Contrast-Enhanced MRI: Implications for Early Recurrence Prediction Following Radical Resection. May 15, 2024
Medical Imaging | Radiology TIST-Net: style transfer in dynamic contrast enhanced MRI using spatial and temporal information. April 22, 2024
Medical Imaging | Radiology Unpaired deep learning for pharmacokinetic parameter estimation from dynamic contrast-enhanced MRI without AIF measurements. March 22, 2024
Machine Learning | Oncology | Radiology Automatic segmentation of hepatocellular carcinoma on dynamic contrast-enhanced MRI based on deep learning. February 8, 2024
Oncology | Radiology MRI-Based Kinetic Heterogeneity Evaluation in the Accurate Access of Axillary Lymph Node Status in Breast Cancer Using a Hybrid CNN-RNN Model. January 11, 2024
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 Deep Learning for Fully Automatic Tumor Segmentation on Serially Acquired Dynamic Contrast-Enhanced MRI Images of Triple-Negative Breast Cancer. October 14, 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 Breast Fibroglandular Tissue Segmentation for Automated BPE Quantification with Iterative Cycle-consistent Semi-supervised Learning. September 27, 2023
Neurology | Radiology Improving measurement of blood-brain barrier permeability with reduced scan time using deep-learning-derived capillary input function. July 28, 2023
Oncology | Pathology | Radiology Deep Learning Radiomics Model of Dynamic Contrast-Enhanced MRI for Evaluating Vessels Encapsulating Tumor Clusters and Prognosis in Hepatocellular Carcinoma. April 20, 2023