| Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-Net | Jan 24, 2025 | Medical Image AnalysisSegmentation | CodeCode Available | 0 | 5 |
| Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks | May 19, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 0 | 5 |
| Medical Image Fusion for High-Level Analysis: A Mutual Enhancement Framework for Unaligned PAT and MRI | Jul 4, 2024 | AnatomyImage Generation | CodeCode Available | 0 | 5 |
| Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration | Sep 10, 2018 | Anatomical Landmark DetectionImage Registration | CodeCode Available | 0 | 5 |
| Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis | Mar 20, 2022 | Anomaly DetectionMedical Image Analysis | CodeCode Available | 0 | 5 |
| IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels | Oct 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 0 | 5 |
| COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanism | Mar 18, 2024 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 0 | 5 |
| IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation | Oct 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image Sets | Oct 19, 2022 | Image Quality AssessmentMedical Image Analysis | CodeCode Available | 0 | 5 |
| Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey | May 5, 2023 | BenchmarkingImage Generation | CodeCode Available | 0 | 5 |
| Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI | Aug 3, 2021 | Age EstimationGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets | Jul 25, 2023 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound | Oct 5, 2023 | Data AugmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| How good are variational autoencoders at transfer learning? | Apr 21, 2023 | Medical Image AnalysisMusic Generation | CodeCode Available | 0 | 5 |
| Asymmetric 3D Context Fusion for Universal Lesion Detection | Sep 17, 2021 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 0 | 5 |
| Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective | Feb 2, 2025 | FairnessImage Segmentation | CodeCode Available | 0 | 5 |
| Achieving state-of-the-art performance in the Medical Out-of-Distribution (MOOD) challenge using plausible synthetic anomalies | Aug 2, 2023 | Anomaly DetectionImage Segmentation | CodeCode Available | 0 | 5 |
| Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning | Jun 16, 2015 | ClassificationDictionary Learning | CodeCode Available | 0 | 5 |
| A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images | Mar 20, 2023 | Medical Image AnalysisRepresentation Learning | CodeCode Available | 0 | 5 |
| GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis | Feb 23, 2025 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| Pseudo-healthy synthesis with pathology disentanglement and adversarial learning | Apr 20, 2020 | Anomaly DetectionDisentanglement | CodeCode Available | 0 | 5 |
| Contour Transformer Network for One-shot Segmentation of Anatomical Structures | Dec 2, 2020 | AnatomyMedical Image Analysis | CodeCode Available | 0 | 5 |
| Going to Extremes: Weakly Supervised Medical Image Segmentation | Sep 25, 2020 | BIG-bench Machine LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Image Segmentation: Inducing graph-based learning | Jan 7, 2025 | Autonomous DrivingImage 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 |