| Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection | May 20, 2025 | DiagnosticPosition | CodeCode Available | 0 |
| DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models | May 20, 2025 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models | May 20, 2025 | DiagnosticSentence | CodeCode Available | 0 |
| R2MED: A Benchmark for Reasoning-Driven Medical Retrieval | May 20, 2025 | DiagnosticRe-Ranking | CodeCode Available | 1 |
| Generating Realistic Multi-Beat ECG Signals | May 19, 2025 | DiagnosticForm | —Unverified | 0 |
| GAP: Graph-Assisted Prompts for Dialogue-based Medication Recommendation | May 19, 2025 | DiagnosticKnowledge Graphs | —Unverified | 0 |
| VocalAgent: Large Language Models for Vocal Health Diagnostics with Safety-Aware Evaluation | May 19, 2025 | DiagnosticLanguage Modeling | —Unverified | 0 |
| AI- Enhanced Stethoscope in Remote Diagnostics for Cardiopulmonary Diseases | May 18, 2025 | Diagnostic | —Unverified | 0 |
| A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis | May 18, 2025 | AnatomyComputational Efficiency | —Unverified | 0 |
| Introspective Growth: Automatically Advancing LLM Expertise in Technology Judgment | May 18, 2025 | Diagnostic | —Unverified | 0 |
| CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction | May 18, 2025 | DenoisingDiagnostic | —Unverified | 0 |
| PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning | May 18, 2025 | DiagnosticRepresentation Learning | CodeCode Available | 0 |
| SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis | May 18, 2025 | DiagnosticMedical Diagnosis | —Unverified | 0 |
| 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 |
| HISTAI: An Open-Source, Large-Scale Whole Slide Image Dataset for Computational Pathology | May 17, 2025 | DiagnosticDiversity | CodeCode Available | 2 |
| In silico tool for identification of colorectal cancer from cell-free DNA biomarkers | May 16, 2025 | Diagnosticfeature selection | —Unverified | 0 |
| Diverging Towards Hallucination: Detection of Failures in Vision-Language Models via Multi-token Aggregation | May 16, 2025 | DiagnosticHallucination | —Unverified | 0 |
| MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports | May 16, 2025 | DiagnosticMath | CodeCode Available | 1 |
| MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models | May 16, 2025 | BenchmarkingDecision Making | —Unverified | 0 |
| Disentangling Reasoning and Knowledge in Medical Large Language Models | May 16, 2025 | DiagnosticMedQA | —Unverified | 0 |
| Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner | May 16, 2025 | Cross-Modal RetrievalDiagnostic | CodeCode Available | 2 |
| Phare: A Safety Probe for Large Language Models | May 16, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges | May 16, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification | May 16, 2025 | Computational EfficiencyCPU | —Unverified | 0 |