| MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption | Jan 17, 2024 | Medical Image AnalysisPrivacy Preserving | CodeCode Available | 0 |
| 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 |
| GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis | Feb 23, 2025 | ClassificationDiagnostic | CodeCode Available | 0 |
| Going to Extremes: Weakly Supervised Medical Image Segmentation | Sep 25, 2020 | BIG-bench Machine LearningImage Segmentation | CodeCode Available | 0 |
| GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation | Jan 6, 2025 | Cardiac SegmentationImage Segmentation | CodeCode Available | 0 |
| Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural Networks | Sep 30, 2022 | ClassificationMedical Image Analysis | CodeCode Available | 0 |
| Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study | Apr 30, 2021 | Computed Tomography (CT)Denoising | CodeCode Available | 0 |
| Generalizing Medical Image Representations via Quaternion Wavelet Networks | Oct 16, 2023 | Medical Image Analysis | CodeCode Available | 0 |
| A Question-Centric Model for Visual Question Answering in Medical Imaging | Mar 2, 2020 | Medical Image AnalysisQuestion Answering | CodeCode Available | 0 |
| Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image | Jun 20, 2024 | Medical Image Analysis | CodeCode Available | 0 |
| Frequency-Based Federated Domain Generalization for Polyp Segmentation | Oct 2, 2024 | Domain GeneralizationFederated Learning | CodeCode Available | 0 |
| AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor Segmentation | Jul 7, 2021 | Brain SegmentationBrain Tumor Segmentation | CodeCode Available | 0 |
| Additive Tensor Decomposition Considering Structural Data Information | Jul 27, 2020 | Medical Image AnalysisTensor Decomposition | CodeCode Available | 0 |
| Medical Artificial Intelligence for Early Detection of Lung Cancer: A Survey | Oct 18, 2024 | Deep LearningLung Cancer Diagnosis | CodeCode Available | 0 |
| Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR images | Feb 4, 2021 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| UNGT: Ultrasound Nasogastric Tube Dataset for Medical Image Analysis | Feb 19, 2025 | Medical Image Analysis | CodeCode Available | 0 |
| ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation | Jun 8, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 |
| FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis | Mar 20, 2024 | Medical Image AnalysisTransfer Learning | CodeCode Available | 0 |
| Capsule Networks against Medical Imaging Data Challenges | Jul 19, 2018 | General Classificationimage-classification | CodeCode Available | 0 |
| Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data | Sep 20, 2019 | BenchmarkingEnsemble Learning | CodeCode Available | 0 |
| Medical image denoising using convolutional denoising autoencoders | Aug 16, 2016 | DenoisingImage Denoising | CodeCode Available | 0 |
| SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data | Apr 21, 2021 | Medical DiagnosisMedical Image Analysis | CodeCode Available | 0 |
| Decomposition of Longitudinal Deformations via Beltrami Descriptors | Aug 6, 2020 | Medical Image Analysis | CodeCode Available | 0 |
| Few-shot Diagnosis of Chest x-rays Using an Ensemble of Random Discriminative Subspaces | Aug 31, 2023 | Few-Shot LearningMedical Image Analysis | CodeCode Available | 0 |
| REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation | Oct 14, 2024 | Knowledge DistillationMedical Image Analysis | CodeCode Available | 0 |