| Deep Learning for space-variant deconvolution in galaxy surveys | Nov 1, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 | 0 |
| Deep Learning for Ultrasound Beamforming | Sep 23, 2021 | Deep LearningDiagnostic | —Unverified | 0 | 0 |
| Deep Learning for Waveform Estimation and Imaging in Passive Radar | Jan 14, 2019 | DecoderDeep Learning | —Unverified | 0 | 0 |
| Deep Learning-Guided Image Reconstruction from Incomplete Data | Sep 2, 2017 | Deep LearningImage Reconstruction | —Unverified | 0 | 0 |
| Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction | Apr 1, 2019 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 | 0 |
| Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization Function | Aug 5, 2022 | Cancer ClassificationImage Reconstruction | —Unverified | 0 | 0 |
| Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking | Oct 2, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 | 0 |
| DeepMB: Deep neural network for real-time optoacoustic image reconstruction with adjustable speed of sound | Jun 29, 2022 | Image Reconstruction | —Unverified | 0 | 0 |
| Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks | Jul 26, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 | 0 |
| Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling | Feb 29, 2024 | compressed sensingImage Compressed Sensing | —Unverified | 0 | 0 |
| Deep Network Interpolation for Accelerated Parallel MR Image Reconstruction | Jul 12, 2020 | Image ReconstructionSSIM | —Unverified | 0 | 0 |
| Deep-neural-network based sinogram synthesis for sparse-view CT image reconstruction | Mar 2, 2018 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 | 0 |
| DeepPET: A deep encoder-decoder network for directly solving the PET reconstruction inverse problem | Apr 20, 2018 | DecoderImage Reconstruction | —Unverified | 0 | 0 |
| DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval | Nov 20, 2020 | Image ReconstructionRetrieval | —Unverified | 0 | 0 |
| Deep Plug-and-Play Prior for Parallel MRI Reconstruction | Aug 30, 2019 | Image ReconstructionMRI Reconstruction | —Unverified | 0 | 0 |
| Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis | Nov 19, 2016 | compressed sensingComputed Tomography (CT) | —Unverified | 0 | 0 |
| Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI | Feb 24, 2024 | Cardiac SegmentationImage Reconstruction | —Unverified | 0 | 0 |
| Deep Snapshot HDR Imaging Using Multi-Exposure Color Filter Array | Nov 20, 2020 | Image Reconstruction | —Unverified | 0 | 0 |
| Deep Spectral Prior | May 26, 2025 | DenoisingImage Reconstruction | —Unverified | 0 | 0 |
| DeepSTI: Towards Tensor Reconstruction using Fewer Orientations in Susceptibility Tensor Imaging | Sep 9, 2022 | Image Reconstruction | —Unverified | 0 | 0 |
| Deep subspace learning for efficient reconstruction of spatiotemporal imaging data | Oct 19, 2021 | Image Reconstruction | —Unverified | 0 | 0 |
| Deep Unfolded Approximate Message Passing for Quantitative Acoustic Microscopy Image Reconstruction | Sep 20, 2024 | Image Reconstruction | —Unverified | 0 | 0 |
| Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density | Sep 27, 2022 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 | 0 |
| Deep Variational Networks with Exponential Weighting for Learning Computed Tomography | Jun 13, 2019 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 | 0 |
| Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging | May 20, 2022 | Compressive SensingImage Reconstruction | —Unverified | 0 | 0 |
