| Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning | Jun 19, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Optimization methods for MR image reconstruction (long version) | Jun 13, 2019 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization | Jun 13, 2019 | Image ReconstructionSSIM | —Unverified | 0 |
| Deep Variational Networks with Exponential Weighting for Learning Computed Tomography | Jun 13, 2019 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space | Jun 12, 2019 | DenoisingImage Reconstruction | —Unverified | 0 |
| Single Image Blind Deblurring Using Multi-Scale Latent Structure Prior | Jun 11, 2019 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Generative adversarial network for segmentation of motion affected neonatal brain MRI | Jun 11, 2019 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution | Jun 11, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Improved low-count quantitative PET reconstruction with an iterative neural network | Jun 5, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Information Competing Process for Learning Diversified Representations | Jun 4, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| A new nonlocal forward model for diffuse optical tomography | Jun 3, 2019 | Image Reconstruction | —Unverified | 0 |
| DualDis: Dual-Branch Disentangling with Adversarial Learning | Jun 3, 2019 | AttributeData Augmentation | CodeCode Available | 0 |
| Two-layer Residual Sparsifying Transform Learning for Image Reconstruction | Jun 1, 2019 | Image ReconstructionVocal Bursts Valence Prediction | —Unverified | 0 |
| Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms | Jun 1, 2019 | DecoderImage Reconstruction | —Unverified | 0 |
| Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior | Jun 1, 2019 | Image Reconstruction | —Unverified | 0 |
| Joint learning of cartesian undersampling and reconstruction for accelerated MRI | May 22, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Less Memory, Faster Speed: Refining Self-Attention Module for Image Reconstruction | May 20, 2019 | Image Reconstruction | —Unverified | 0 |
| Analysis of critical parameters of satellite stereo image for 3D reconstruction and mapping | May 17, 2019 | 3D ReconstructionImage Reconstruction | —Unverified | 0 |
| Fidelity Imposed Network Edit (FINE) for Solving Ill-Posed Image Reconstruction | May 17, 2019 | Image Reconstruction | —Unverified | 0 |
| Reconstruction-Aware Imaging System Ranking by use of a Sparsity-Driven Numerical Observer Enabled by Variational Bayesian Inference | May 14, 2019 | Bayesian InferenceCompressive Sensing | —Unverified | 0 |
| A Cone-Beam X-Ray CT Data Collection designed for Machine Learning | May 12, 2019 | BIG-bench Machine LearningComputed Tomography (CT) | CodeCode Available | 0 |
| Improving Discrete Latent Representations With Differentiable Approximation Bridges | May 9, 2019 | Density EstimationGeneral Classification | —Unverified | 0 |
| DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT | May 6, 2019 | Computed Tomography (CT)Dictionary Learning | —Unverified | 0 |
| Inverse Halftoning Through Structure-Aware Deep Convolutional Neural Networks | May 2, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Overcoming the Disentanglement vs Reconstruction Trade-off via Jacobian Supervision | May 1, 2019 | AttributeDecoder | CodeCode Available | 0 |
