| Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-Net | Jan 24, 2025 | Medical Image AnalysisSegmentation | CodeCode Available | 0 | 5 |
| GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation | Jan 6, 2025 | Cardiac SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation | Jan 14, 2025 | Active Learningclass-incremental learning | CodeCode Available | 0 | 5 |
| Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs | Jun 6, 2019 | Deep LearningDiabetic Retinopathy Grading | CodeCode Available | 0 | 5 |
| AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor Segmentation | Jul 7, 2021 | Brain SegmentationBrain Tumor Segmentation | CodeCode Available | 0 | 5 |
| Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study | Apr 30, 2021 | Computed Tomography (CT)Denoising | CodeCode Available | 0 | 5 |
| Going to Extremes: Weakly Supervised Medical Image Segmentation | Sep 25, 2020 | BIG-bench Machine LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Conquering the Retina: Bringing Visual in-Context Learning to OCT | Jun 18, 2025 | In-Context LearningMedical Image Analysis | CodeCode Available | 0 | 5 |
| Generalizing Medical Image Representations via Quaternion Wavelet Networks | Oct 16, 2023 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image | Jun 20, 2024 | Medical Image Analysis | CodeCode Available | 0 | 5 |
