| xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM | Apr 14, 2025 | ClassificationDiagnostic | —Unverified | 0 |
| Integrating Vision and Location with Transformers: A Multimodal Deep Learning Framework for Medical Wound Analysis | Apr 14, 2025 | Diagnosticfeature selection | —Unverified | 0 |
| SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging | Apr 14, 2025 | Anomaly DetectionDiagnostic | CodeCode Available | 1 |
| Bayesian Analysis of Interpretable Aging across Thousands of Lithium-ion Battery Cycles | Apr 14, 2025 | DiagnosticUncertainty Quantification | —Unverified | 0 |
| Performance of Large Language Models in Supporting Medical Diagnosis and Treatment | Apr 14, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| Trajectory-guided Motion Perception for Facial Expression Quality Assessment in Neurological Disorders | Apr 13, 2025 | Diagnostic | CodeCode Available | 0 |
| ClinicalGPT-R1: Pushing reasoning capability of generalist disease diagnosis with large language model | Apr 13, 2025 | DiagnosticLanguage Modeling | CodeCode Available | 2 |
| The Effects of Socioeconomic Status and Depression on The Neural Correlates of Error Monitoring. An Event-Related Potential Study | Apr 13, 2025 | Diagnostic | —Unverified | 0 |
| REMEMBER: Retrieval-based Explainable Multimodal Evidence-guided Modeling for Brain Evaluation and Reasoning in Zero- and Few-shot Neurodegenerative Diagnosis | Apr 12, 2025 | Diagnostic | —Unverified | 0 |
| Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems | Apr 12, 2025 | counterfactualDecision Making | —Unverified | 0 |
| Leveraging Large Self-Supervised Time-Series Models for Transferable Diagnosis in Cross-Aircraft Type Bleed Air System | Apr 12, 2025 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Accurate Diagnosis of Respiratory Viruses Using an Explainable Machine Learning with Mid-Infrared Biomolecular Fingerprinting of Nasopharyngeal Secretions | Apr 12, 2025 | DiagnosticSpecificity | —Unverified | 0 |
| seg2med: a bridge from artificial anatomy to multimodal medical images | Apr 12, 2025 | AnatomyData Augmentation | —Unverified | 0 |
| Bayesian Reasoning Enabled by Spin-Orbit Torque Magnetic Tunnel Junctions | Apr 11, 2025 | Diagnostic | —Unverified | 0 |
| ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning | Apr 11, 2025 | Contrastive LearningDeep Learning | CodeCode Available | 1 |
| Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical Imaging | Apr 11, 2025 | AttributeComputational Efficiency | CodeCode Available | 1 |
| An LLM-Driven Multi-Agent Debate System for Mendelian Diseases | Apr 10, 2025 | DiagnosticLanguage Modeling | —Unverified | 0 |
| MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation | Apr 10, 2025 | DiagnosticMedical Diagnosis | CodeCode Available | 1 |
| Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction | Apr 10, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| The Efficacy of Semantics-Preserving Transformations in Self-Supervised Learning for Medical Ultrasound | Apr 10, 2025 | ClassificationData Augmentation | —Unverified | 0 |
| On-Chip and Off-Chip TIA Amplifiers for Nanopore Signal Readout Design, Performance and Challenges: A Review | Apr 10, 2025 | BlockingDiagnostic | —Unverified | 0 |
| PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation | Apr 10, 2025 | DiagnosticMRI Reconstruction | CodeCode Available | 1 |
| Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis | Apr 9, 2025 | DiagnosticDisease Prediction | —Unverified | 0 |
| A Multi-Phase Analysis of Blood Culture Stewardship: Machine Learning Prediction, Expert Recommendation Assessment, and LLM Automation | Apr 9, 2025 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging | Apr 9, 2025 | DiagnosticImage Segmentation | —Unverified | 0 |