| TE-SSL: Time and Event-aware Self Supervised Learning for Alzheimer's Disease Progression Analysis | Jul 9, 2024 | Medical Image AnalysisRepresentation Learning | CodeCode Available | 0 |
| MoSt-DSA: Modeling Motion and Structural Interactions for Direct Multi-Frame Interpolation in DSA Images | Jul 9, 2024 | Medical Image AnalysisSSIM | CodeCode Available | 1 |
| FairDiff: Fair Segmentation with Point-Image Diffusion | Jul 8, 2024 | FairnessImage Generation | CodeCode Available | 2 |
| SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation | Jul 6, 2024 | General KnowledgeImage Segmentation | —Unverified | 0 |
| A Domain Adaptation Model for Carotid Ultrasound: Image Harmonization, Noise Reduction, and Impact on Cardiovascular Risk Markers | Jul 6, 2024 | AnatomyDenoising | —Unverified | 0 |
| Brain Age Estimation with a Greedy Dual-Stream Model for Limited Datasets | Jul 5, 2024 | Age EstimationMedical Image Analysis | CodeCode Available | 0 |
| Medical Image Fusion for High-Level Analysis: A Mutual Enhancement Framework for Unaligned PAT and MRI | Jul 4, 2024 | AnatomyImage Generation | CodeCode Available | 0 |
| A Survey on Trustworthiness in Foundation Models for Medical Image Analysis | Jul 3, 2024 | DiagnosticFairness | —Unverified | 0 |
| Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification | Jul 3, 2024 | ClassificationDiagnostic | —Unverified | 0 |
| Multi-branch CNN and grouping cascade attention for medical image classification | Jul 1, 2024 | Classificationimage-classification | —Unverified | 0 |
| Embedded Prompt Tuning: Towards Enhanced Calibration of Pretrained Models for Medical Images | Jul 1, 2024 | Cross-Domain Few-Shotimage-classification | CodeCode Available | 1 |
| MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis | Jun 29, 2024 | Federated LearningMedical Image Analysis | —Unverified | 0 |
| Malaria Cell Detection Using Deep Neural Networks | Jun 28, 2024 | Cell DetectionDiagnostic | —Unverified | 0 |
| Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis | Jun 27, 2024 | Decision MakingMedical Image Analysis | CodeCode Available | 1 |
| Brain Tumor Classification using Vision Transformer with Selective Cross-Attention Mechanism and Feature Calibration | Jun 25, 2024 | Brain Tumor ClassificationClassification | —Unverified | 0 |
| BayTTA: Uncertainty-aware medical image classification with optimized test-time augmentation using Bayesian model averaging | Jun 25, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars | Jun 24, 2024 | Medical Image Analysisscientific discovery | —Unverified | 0 |
| DWARF: Disease-weighted network for attention map refinement | Jun 24, 2024 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM | Jun 22, 2024 | Lesion SegmentationMedical Image Analysis | —Unverified | 0 |
| PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images | Jun 21, 2024 | Data AugmentationDecision Making | CodeCode Available | 0 |
| ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images | Jun 20, 2024 | Decision MakingMedical Image Analysis | CodeCode Available | 1 |
| Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image | Jun 20, 2024 | Medical Image Analysis | CodeCode Available | 0 |
| Resource-efficient Medical Image Analysis with Self-adapting Forward-Forward Networks | Jun 20, 2024 | BenchmarkingMedical Image Analysis | —Unverified | 0 |
| Head Pose Estimation and 3D Neural Surface Reconstruction via Monocular Camera in situ for Navigation and Safe Insertion into Natural Openings | Jun 18, 2024 | Head Pose EstimationMedical Image Analysis | —Unverified | 0 |
| Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods | Jun 17, 2024 | FairnessMedical Image Analysis | CodeCode Available | 0 |
