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| Navigating Data Scarcity using Foundation Models: A Benchmark of Few-Shot and Zero-Shot Learning Approaches in Medical Imaging | Aug 15, 2024 | Few-Shot LearningMedical Image Analysis | CodeCode Available | 0 |
| InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning | Aug 12, 2024 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation | Aug 11, 2024 | Benchmarkingimage-classification | —Unverified | 0 |
| Capsule Vision 2024 Challenge: Multi-Class Abnormality Classification for Video Capsule Endoscopy | Aug 9, 2024 | BenchmarkingMedical Image Analysis | CodeCode Available | 0 |
| CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning | Aug 9, 2024 | Contrastive LearningDeep Learning | CodeCode Available | 0 |
| CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning | Aug 8, 2024 | Medical Image AnalysisRepresentation Learning | —Unverified | 0 |
| Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2 | Aug 8, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Do Sharpness-based Optimizers Improve Generalization in Medical Image Analysis? | Aug 7, 2024 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| PINNs for Medical Image Analysis: A Survey | Aug 2, 2024 | AnatomyBenchmarking | —Unverified | 0 |
