| 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 |
| Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation | Jul 30, 2019 | Image SegmentationLesion Segmentation | 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 |
| 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 |
| Asymmetric 3D Context Fusion for Universal Lesion Detection | Sep 17, 2021 | Computed Tomography (CT)Lesion Detection | 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 |
| Image Segmentation: Inducing graph-based learning | Jan 7, 2025 | Autonomous DrivingImage Segmentation | CodeCode Available | 0 | 5 |
| Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey | May 5, 2023 | BenchmarkingImage Generation | CodeCode Available | 0 | 5 |
| Contour Transformer Network for One-shot Segmentation of Anatomical Structures | Dec 2, 2020 | AnatomyMedical 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 |
| DVPT: Dynamic Visual Prompt Tuning of Large Pre-trained Models for Medical Image Analysis | Jul 19, 2023 | Medical Image Analysisparameter-efficient fine-tuning | 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 |
| Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals | Mar 1, 2023 | ClassificationClinical Knowledge | 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 |
| Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation | Jan 14, 2025 | Active Learningclass-incremental learning | 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 |
| Conquering the Retina: Bringing Visual in-Context Learning to OCT | Jun 18, 2025 | In-Context LearningMedical Image Analysis | 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 |
| GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation | Jan 6, 2025 | Cardiac SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Going to Extremes: Weakly Supervised Medical Image Segmentation | Sep 25, 2020 | BIG-bench Machine LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning | Jun 16, 2015 | ClassificationDictionary Learning | CodeCode Available | 0 | 5 |
| Confidence-Aware and Self-Supervised Image Anomaly Localisation | Mar 23, 2023 | Anomaly DetectionMedical Image Analysis | CodeCode Available | 0 | 5 |
| A Survey on Causal Representation Learning and Future Work for Medical Image Analysis | Oct 28, 2022 | Causal InferenceMedical Image Analysis | CodeCode Available | 0 | 5 |
| Generalizing Medical Image Representations via Quaternion Wavelet Networks | Oct 16, 2023 | Medical Image Analysis | CodeCode Available | 0 | 5 |
