Latest Research in Advanced Image Synthesis

Top Research Topics in Advanced Image Synthesis

• Computer Vision and Pattern Recognition — 114 papers
• Advanced Neural Network Applications — 17 papers
• Image and Video Processing — 16 papers
• Medical Imaging Techniques and Applications — 14 papers
• AI in cancer detection — 4 papers
• Artificial Intelligence — 4 papers
• Advanced Image Fusion Techniques — 3 papers
• Machine Learning — 3 papers
• Advanced X-ray and CT Imaging — 3 papers
• COVID-19 diagnosis using AI — 2 papers

Highest-Cited Papers

1. DSDNet: A lightweight Divide-and-Conquer Network via deep-shallow feature specialization for deep-sea polymetallic nodule video segmentation
2. Ultra-Low Dose Computed Tomography with 90% Radiation Reduction: High-Fidelity Deterministic Regularized Recovery via Idempotent Metric Projectors and Proximal Resolvents
3. Ultra-Low Dose Computed Tomography with 90% Radiation Reduction: High-Fidelity Deterministic Regularized Recovery via Idempotent Metric Projectors and Proximal Resolvents
4. A unified unsupervised framework of multi-modal image super resolution and fusion via implicit neural representation
5. Attention based noise-aware segmentation network (ANSN): leveraging attention mechanisms for noisy MR image segmentation
6. Ultra-Low Dose Computed Tomography with 90% Radiation Reduction: High-Fidelity Deterministic Regularized Recovery via Idempotent Metric Projectors and Proximal Resolvents
7. KG-Seg: Medical Knowledge-Guided Target-State Learning for 3D Lesion Segmentation with Lesion-Only Annotations
8. Bridging Modalities on the Cortex: Surface-based MRI to PET Translation with a Diffusion Bridge
9. Should This Case Be Adapted? Prediction Fragmentation Controls Test-Time Adaptation
10. BINDER: A Latent Variable Model for Probabilistic Medical Image Registration
11. G^2RA-NET: Graph-based Cross-Slice Relation Modeling with Attention Gating for Medical Image Segmentation
12. Fast Cross-Strength Multi-Contrast Brain MRI Translation using Latent Bridge Matching
13. UniReg: Conditional Unified Model for Medical Image Registration
14. Physical Evaluation of Focal Spot Size and Phantom Thickness in Coronary CT Angiography Using Super-Resolution Deep Learning Reconstruction
15. Adversarial attacks on medical hyperspectral imaging exploiting spectral-spatial dependencies and multiscale features
16. A deep learning framework with directional perception and spatial focusing for enhanced low-dose CT image denoising
17. SFC-Net: A spatial-frequency collaborative network for multi-modal medical image fusion
18. Anatomy-prior-guided and scan-aware 3D segmentation of the pediatric pancreas in CT images
19. STUNet-Fusion: Spatiotemporal Needle-Tip Localization in Ultrasound Video via Multi-Channel Motion Fusion
20. Evolving Error States: Failure-Aware Progressive Repair for Ultrasound Lesion Segmentation

Sub-Regions

• Image and Video Processing — 52 papers
• Advanced Neural Network Applications — 41 papers
• Computer Vision and Pattern Recognition — 29 papers
• Medical Imaging Techniques and Applications — 29 papers
• Advanced X-ray and CT Imaging — 28 papers
• COVID-19 diagnosis using AI — 24 papers