Cardiology | Radiology Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. May 21, 2019
Medical Imaging | Radiology Compressed Sensing MRI Reconstruction Using a Generative Adversarial Network With a Cyclic Loss. May 20, 2019
Radiology 3-D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning From a 2-D Trained Network. May 20, 2019
Orthopedics | Radiology Deep Learning Approach for Evaluating Knee MR Images: Achieving High Diagnostic Performance for Cartilage Lesion Detection. May 20, 2019
Medical Imaging | Nuclear Medicine | Radiology Penalized PET Reconstruction Using Deep Learning Prior and Local Linear Fitting. May 20, 2019
Medical Imaging | Radiology Photoacoustic Source Detection and Reflection Artifact Removal Enabled by Deep Learning. May 20, 2019
Radiology Deep Learning Computed Tomography: Learning Projection-Domain Weights From Image Domain in Limited Angle Problems. May 20, 2019
Radiology Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning. May 20, 2019
Radiology Framing U-Net via Deep Convolutional Framelets: Application to Sparse-View CT. May 20, 2019
Radiology A Sparse-View CT Reconstruction Method Based on Combination of DenseNet and Deconvolution. May 20, 2019
Biomedical imaging | Radiology Model-Based Learning for Accelerated, Limited-View 3-D Photoacoustic Tomography. May 20, 2019