| How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound | Oct 5, 2023 | Data AugmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning | Jun 16, 2015 | ClassificationDictionary Learning | CodeCode Available | 0 | 5 |
| How good are variational autoencoders at transfer learning? | Apr 21, 2023 | Medical Image AnalysisMusic Generation | 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 |
| 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 |
| Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey | May 5, 2023 | BenchmarkingImage Generation | CodeCode Available | 0 | 5 |
| Going to Extremes: Weakly Supervised Medical Image Segmentation | Sep 25, 2020 | BIG-bench Machine LearningImage Segmentation | CodeCode Available | 0 | 5 |
| PocketNet: A Smaller Neural Network for Medical Image Analysis | Apr 21, 2021 | Deep LearningGPU | 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 |
| Asymmetric 3D Context Fusion for Universal Lesion Detection | Sep 17, 2021 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 0 | 5 |
