| Brain Imaging Generation with Latent Diffusion Models | Sep 15, 2022 | Medical Image Analysis | CodeCode Available | 1 |
| Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration | Aug 8, 2022 | Image RestorationImage Segmentation | CodeCode Available | 1 |
| TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation | Aug 1, 2022 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised Methods | Jul 20, 2022 | Medical Image Analysis | CodeCode Available | 1 |
| CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN | Jul 15, 2022 | counterfactualMedical Image Analysis | CodeCode Available | 1 |
| Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays | Jul 10, 2022 | Medical Image Analysis | CodeCode Available | 1 |
| Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI | Jul 5, 2022 | Medical Image Analysis | CodeCode Available | 1 |
| The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning | Jun 29, 2022 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning | Jun 25, 2022 | Image RegistrationMedical Image Analysis | CodeCode Available | 1 |
| How GNNs Facilitate CNNs in Mining Geometric Information from Large-Scale Medical Images | Jun 15, 2022 | Medical Image Analysis | CodeCode Available | 1 |
