Obstetrics | Radiology Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging. November 3, 2020
Cardiology | Radiology Automated analysis and detection of abnormalities in transaxial anatomical cardiovascular magnetic resonance images: a proof of concept study with potential to optimize image acquisition. October 30, 2020
Cardiology | Radiology CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions. August 14, 2020
Cardiology | Radiology Improving the Generalizability of Convolutional Neural Network-Based Segmentation on CMR Images. July 28, 2020
Cardiology | Radiology Improving ultrasound video classification: an evaluation of novel deep learning methods in echocardiography. March 31, 2020
Biomedical Engineering | Radiology Sparse Data-Driven Learning for Effective and Efficient Biomedical Image Segmentation. March 14, 2020
Cardiology | Neurology | Radiology Explainable Anatomical Shape Analysis through Deep Hierarchical Generative Models. January 16, 2020
Neurology | Radiology Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain Magnetic Resonance Images. December 17, 2019
Cardiology | Radiology Machine learning in cardiovascular magnetic resonance: basic concepts and applications. October 8, 2019
Medical Imaging | Radiology Self-supervised learning for medical image analysis using image context restoration. August 6, 2019
Medical Imaging | Radiology Computational anatomy for multi-organ analysis in medical imaging: A review. June 10, 2019