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| CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction | May 18, 2025 | DenoisingDiagnostic | —Unverified | 0 |
| SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis | May 18, 2025 | DiagnosticMedical Diagnosis | —Unverified | 0 |
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| Machine Learning-Based Analysis of ECG and PCG Signals for Rheumatic Heart Disease Detection: A Scoping Review (2015-2025) | May 17, 2025 | BenchmarkingDiagnostic | —Unverified | 0 |
| Fine-Grained ECG-Text Contrastive Learning via Waveform Understanding Enhancement | May 17, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Disentangling Reasoning and Knowledge in Medical Large Language Models | May 16, 2025 | DiagnosticMedQA | —Unverified | 0 |
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| From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification | May 16, 2025 | Computational EfficiencyCPU | —Unverified | 0 |
| Diverging Towards Hallucination: Detection of Failures in Vision-Language Models via Multi-token Aggregation | May 16, 2025 | DiagnosticHallucination | —Unverified | 0 |
