Neurology | Radiology Cross noise level PET denoising with continuous adversarial domain generalization. March 14, 2024
Oncology | Radiology 2.5D UNet with context-aware feature sequence fusion for accurate esophageal tumor semantic segmentation. March 14, 2024
Computer Science | Radiology Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation. March 13, 2024
Radiology 3D cine-magnetic resonance imaging using spatial and temporal implicit neural representation learning (STINR-MR). March 13, 2024
Medical Imaging | Radiology IWNeXt: an image-wavelet domain ConvNeXt-based network for self-supervised multi-contrast MRI reconstruction. March 13, 2024
Medical Imaging | Proton Therapy | Radiation Oncology Hybrid-supervised deep learning for domain transfer 3D protoacoustic image reconstruction. March 12, 2024
Oncology | Radiology Multi-scale adversarial learning with difficult region supervision learning models for primary tumor segmentation. March 12, 2024
Medical Imaging | Radiology Hierarchical decomposed dual-domain deep learning for sparse-view CT reconstruction. March 8, 2024
Radiology Semi-supervised iterative adaptive network for low-dose CT sinogram recovery. February 29, 2024
Nuclear Medicine | Radiology PETformer network enables ultra-low-dose total-body PET imaging without structural prior. February 28, 2024
Pulmonology | Radiology SM-GRSNet: sparse mapping-based graph representation segmentation network for honeycomb lung lesion. February 28, 2024
Ophthalmology | Radiology Highly robust reconstruction framework for three-dimensional optical imaging based on physical model constrained neural networks. February 23, 2024