Cardiology | Radiology Deep learning-based segmentation of left ventricular myocardium on dynamic contrast-enhanced MRI: a comprehensive evaluation across temporal frames. July 4, 2024
Radiology Presurgical Upgrade Prediction of DCIS to Invasive Ductal Carcinoma Using Time-dependent Deep Learning Models with DCE MRI. June 20, 2024
Oncology | Pathology | Radiology Time-Series MR Images Identifying Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using a Deep Learning Approach. June 8, 2024
Oncology | Radiology A Deep Learning Model for Predicting Molecular Subtype of Breast Cancer by Fusing Multiple Sequences of DCE-MRI From Two Institutes. April 18, 2024
Oncology | Radiology Combination of DCE-MRI and NME-DWI via Deep Neural Network for Predicting Breast Cancer Molecular Subtypes. March 30, 2024
Neurology | Oncology | Radiology Added value of dynamic contrast-enhanced MR imaging in deep learning-based prediction of local recurrence in grade 4 adult-type diffuse gliomas patients. January 25, 2024
Medical Imaging | Radiology Greybox: A hybrid algorithm for direct estimation of tracer kinetic parameters from undersampled DCE-MRI data. January 12, 2024
Machine Learning | Oncology | Radiology Assessment of LI-RADS efficacy in classification of hepatocellular carcinoma and benign liver nodules using DCE-MRI features and machine learning. November 15, 2023
Gastroenterology | Oncology | Radiology Retrospective quantification of clinical abdominal DCE-MRI using pharmacokinetics-informed deep learning: a proof-of-concept study. September 21, 2023
Oncology | Radiology Molecular-subtype guided automatic invasive breast cancer grading using dynamic contrast-enhanced MRI. September 16, 2023
Oncology | Radiology BreastDM: A DCE-MRI dataset for breast tumor image segmentation and classification. July 27, 2023
Oncology | Radiology Cross-attention multi-branch CNN using DCE-MRI to classify breast cancer molecular subtypes. March 24, 2023