| On the Challenges and Perspectives of Foundation Models for Medical Image Analysis | Jun 9, 2023 | Medical Image Analysis | —Unverified | 0 |
| Federated Learning for Medical Image Analysis: A Survey | Jun 9, 2023 | Federated LearningMedical Image Analysis | —Unverified | 0 |
| ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation | Jun 8, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 |
| AutoML Systems For Medical Imaging | Jun 7, 2023 | AutoMLDiagnostic | —Unverified | 0 |
| Generative Adversarial Networks for Data Augmentation | Jun 3, 2023 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis | May 31, 2023 | Medical Image AnalysisSelf-Supervised Learning | —Unverified | 0 |
| Leveraging object detection for the identification of lung cancer | May 25, 2023 | Computational EfficiencyMedical Image Analysis | —Unverified | 0 |
| Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation | May 25, 2023 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Semantic Segmentation by Semantic Proportions | May 24, 2023 | Autonomous DrivingMedical Image Analysis | —Unverified | 0 |
| LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation | May 19, 2023 | Image GenerationInstruction Following | CodeCode Available | 1 |
| Segmentation of Aortic Vessel Tree in CT Scans with Deep Fully Convolutional Networks | May 16, 2023 | Computed Tomography (CT)Medical Image Analysis | —Unverified | 0 |
| MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation | May 15, 2023 | DecoderFlood extent forecasting | CodeCode Available | 1 |
| Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity | May 14, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation | May 13, 2023 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation | May 11, 2023 | Cardiac SegmentationDomain Adaptation | —Unverified | 0 |
| Towards unraveling calibration biases in medical image analysis | May 9, 2023 | FairnessMedical Image Analysis | —Unverified | 0 |
| Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework | May 8, 2023 | Few-Shot LearningMedical Image Analysis | —Unverified | 0 |
| RFR-WWANet: Weighted Window Attention-Based Recovery Feature Resolution Network for Unsupervised Image Registration | May 7, 2023 | Computational EfficiencyImage Registration | CodeCode Available | 0 |
| Semantic Segmentation using Vision Transformers: A survey | May 5, 2023 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey | May 5, 2023 | BenchmarkingImage Generation | CodeCode Available | 0 |
| HAISTA-NET: Human Assisted Instance Segmentation Through Attention | May 4, 2023 | Instance SegmentationMedical Image Analysis | —Unverified | 0 |
| Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features | May 4, 2023 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
| Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation | May 1, 2023 | Boundary DetectionDecoder | CodeCode Available | 1 |
| SAM on Medical Images: A Comprehensive Study on Three Prompt Modes | Apr 28, 2023 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Bayesian Optimization Meets Self-Distillation | Apr 25, 2023 | Bayesian Optimizationimage-classification | CodeCode Available | 1 |
