| Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks | Jul 27, 2018 | Image Reconstruction | —Unverified | 0 |
| Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging | Jul 19, 2018 | Image ReconstructionRolling Shutter Correction | —Unverified | 0 |
| Optimal Physical Preprocessing for Example-Based Super-Resolution | Jul 12, 2018 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Complex Fully Convolutional Neural Networks for MR Image Reconstruction | Jul 9, 2018 | Image Reconstruction | —Unverified | 0 |
| Deep Back Projection for Sparse-View CT Reconstruction | Jul 6, 2018 | CT ReconstructionImage Reconstruction | —Unverified | 0 |
| Learning Personalized Representation for Inverse Problems in Medical Imaging Using Deep Neural Network | Jul 4, 2018 | DenoisingImage Denoising | —Unverified | 0 |
| Stability of Scattering Decoder For Nonlinear Diffractive Imaging | Jun 20, 2018 | DecoderImage Reconstruction | —Unverified | 0 |
| Fast CapsNet for Lung Cancer Screening | Jun 19, 2018 | Computational EfficiencyComputed Tomography (CT) | CodeCode Available | 0 |
| Learning to Decode 7T-like MR Image Reconstruction from 3T MR Images | Jun 18, 2018 | DecoderImage Reconstruction | —Unverified | 0 |
| Real-time cryo-EM data pre-processing with Warp | Jun 14, 2018 | BenchmarkingImage Reconstruction | CodeCode Available | 0 |
| Image reconstruction through metamorphosis | Jun 4, 2018 | Image ReconstructionImage Registration | —Unverified | 0 |
| Toward a Thinking Microscope: Deep Learning in Optical Microscopy and Image Reconstruction | May 23, 2018 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Variational based Mixed Noise Removal with CNN Deep Learning Regularization | May 21, 2018 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Fast Object Classification in Single-pixel Imaging | May 19, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Photorealistic Image Reconstruction from Hybrid Intensity and Event based Sensor | May 16, 2018 | Image Reconstruction | —Unverified | 0 |
| Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration | May 10, 2018 | Image GenerationImage Reconstruction | CodeCode Available | 0 |
| Highly Scalable Image Reconstruction using Deep Neural Networks with Bandpass Filtering | May 8, 2018 | Image Reconstruction | CodeCode Available | 0 |
| Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network | May 6, 2018 | compressed sensingDecoder | —Unverified | 0 |
| DeepPET: A deep encoder-decoder network for directly solving the PET reconstruction inverse problem | Apr 20, 2018 | DecoderImage Reconstruction | —Unverified | 0 |
| Dual CNN Models for Unsupervised Monocular Depth Estimation | Apr 16, 2018 | Depth EstimationImage Reconstruction | CodeCode Available | 0 |
| Supervised Convolutional Sparse Coding | Apr 8, 2018 | Image ReconstructionImage Restoration | —Unverified | 0 |
| Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning | Apr 6, 2018 | ClassificationData Augmentation | —Unverified | 0 |
| An axially-variant kernel imaging model applied to ultrasound image reconstruction | Mar 27, 2018 | Image Reconstruction | —Unverified | 0 |
| Generalized Optimization of High Capacity Compressive Imaging Systems | Mar 22, 2018 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery | Mar 21, 2018 | Image Reconstruction | —Unverified | 0 |
