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1. BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays

2. Enhancing Community Vision Screening -- AI Driven Retinal Photography for Early Disease Detection and Patient Trust

3. A New Perspective to Boost Performance Fairness for Medical Federated Learning

4. UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling

5. CPT: Consistent Proxy Tuning for Black-box Optimization

6. Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification

7. RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction

8. Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning

9. VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering

10. Partially Supervised Unpaired Multi-modal Learning for Label-Efficient Medical Image Segmentation

11. Enhancing Community Vision Screening: AI-Driven Retinal Photography for Early Disease Detection and Patient Trust

12. A Surrogate-Assisted Extended Generative Adversarial Network for Parameter Optimization in Free-Form Metasurface Design

13. Sentence-level Prompts Benefit Composed Image Retrieval

14. DS-Depth: Dynamic and Static Depth Estimation via a Fusion Cost Volume

15. Towards Instance-adaptive Inference for Federated Learning

17. Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification

18. Learning Federated Visual Prompt in Null Space for MRI Reconstruction

19. Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging

20. Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment

21. Extended R-matrix description of two-proton radioactivity

22. Multi-Scale Region-Aware Implicit Neural Network for Medical Images Matting

23. Localizing Anatomical Landmarks in Ocular Images using Zoom-In Attentive Networks

25. CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow

35. REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening

36. GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges

43. Few-Shot Domain Adaptation with Polymorphic Transformers

44. Federated benchmarking of medical artificial intelligence with MedPerf

47. Medical Image Segmentation Using Squeeze-and-Expansion Transformers

48. Minimal-Supervised Medical Image Segmentation via Vector Quantization Memory

49. Category-Independent Visual Explanation for Medical Deep Network Understanding

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