| 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 |
| seg2med: a bridge from artificial anatomy to multimodal medical images | Apr 12, 2025 | AnatomyData Augmentation | —Unverified | 0 |
| Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems | Apr 12, 2025 | counterfactualDecision Making | —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 |
| Leveraging Large Self-Supervised Time-Series Models for Transferable Diagnosis in Cross-Aircraft Type Bleed Air System | Apr 12, 2025 | Anomaly DetectionDiagnostic | —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 |
| 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 |
| MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation | Apr 10, 2025 | DiagnosticMedical Diagnosis | CodeCode Available | 1 |
| An LLM-Driven Multi-Agent Debate System for Mendelian Diseases | Apr 10, 2025 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction | Apr 10, 2025 | Contrastive LearningDiagnostic | —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 |
| The Efficacy of Semantics-Preserving Transformations in Self-Supervised Learning for Medical Ultrasound | Apr 10, 2025 | ClassificationData Augmentation | —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 |
| MoEDiff-SR: Mixture of Experts-Guided Diffusion Model for Region-Adaptive MRI Super-Resolution | Apr 9, 2025 | Computational EfficiencyDenoising | CodeCode Available | 1 |
| DIMA: DIffusing Motion Artifacts for unsupervised correction in brain MRI images | Apr 9, 2025 | Diagnostic | —Unverified | 0 |
| Retuve: Automated Multi-Modality Analysis of Hip Dysplasia with Open Source AI | Apr 8, 2025 | Diagnostic | CodeCode Available | 1 |
| A Multi-Modal AI System for Screening Mammography: Integrating 2D and 3D Imaging to Improve Breast Cancer Detection in a Prospective Clinical Study | Apr 8, 2025 | Breast Cancer DetectionDiagnostic | CodeCode Available | 1 |
| Attention-Based Multiscale Temporal Fusion Network for Uncertain-Mode Fault Diagnosis in Multimode Processes | Apr 7, 2025 | DiagnosticFault Diagnosis | CodeCode Available | 0 |
| MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation | Apr 7, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 0 |
| A Novel Cholesky Kernel based Support Vector Classifier | Apr 6, 2025 | Diagnostic | —Unverified | 0 |
| BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis | Apr 6, 2025 | AnatomyDenoising | —Unverified | 0 |
| Discriminating BCC Subtypes Using Entropy and Mutual Information from Dermoscopic Features | Apr 5, 2025 | DiagnosticInformativeness | —Unverified | 0 |
| Comparative Analysis of Unsupervised and Supervised Autoencoders for Nuclei Classification in Clear Cell Renal Cell Carcinoma Images | Apr 4, 2025 | ClassificationContrastive Learning | —Unverified | 0 |
| Unlocking Neural Transparency: Jacobian Maps for Explainable AI in Alzheimer's Detection | Apr 4, 2025 | Alzheimer's DetectionDiagnostic | —Unverified | 0 |
| Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion | Apr 4, 2025 | DiagnosticMedical Visual Question Answering | —Unverified | 0 |
| Early detection of diabetes through transfer learning-based eye (vision) screening and improvement of machine learning model performance and advanced parameter setting algorithms | Apr 4, 2025 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset | Apr 3, 2025 | AttributeDiagnostic | —Unverified | 0 |
| Towards Computation- and Communication-efficient Computational Pathology | Apr 3, 2025 | DiagnosticSelf-Supervised Learning | —Unverified | 0 |
| LVMed-R2: Perception and Reflection-driven Complex Reasoning for Medical Report Generation | Apr 2, 2025 | DiagnosticMedical Report Generation | —Unverified | 0 |
| Leveraging Embedding Techniques in Multimodal Machine Learning for Mental Illness Assessment | Apr 2, 2025 | ChunkingDiagnostic | —Unverified | 0 |
| GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning | Apr 2, 2025 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Equivariant Spherical CNNs for Accurate Fiber Orientation Distribution Estimation in Neonatal Diffusion MRI with Reduced Acquisition Time | Apr 2, 2025 | DiagnosticDiffusion MRI | CodeCode Available | 0 |
| Integrating electrocardiogram and fundus images for early detection of cardiovascular diseases | Mar 31, 2025 | Diagnostic | —Unverified | 0 |
| When More Is Less: Higher Magnetic Fields and Their Limited Impact on SNR per Time Unit of Acquisition Time in Single Voxel Spectroscopy | Mar 31, 2025 | Diagnostic | —Unverified | 0 |
| Detecting Glioma, Meningioma, and Pituitary Tumors, and Normal Brain Tissues based on Yolov11 and Yolov8 Deep Learning Models | Mar 31, 2025 | DiagnosticTransfer Learning | —Unverified | 0 |
| An Integrated AI-Enabled System Using One Class Twin Cross Learning (OCT-X) for Early Gastric Cancer Detection | Mar 31, 2025 | Diagnostic | CodeCode Available | 0 |
| Exploring In-Context Learning Capabilities of ChatGPT for Pathological Speech Detection | Mar 31, 2025 | DiagnosticIn-Context Learning | —Unverified | 0 |
| PupiNet: Seamless OCT-OCTA Interconversion Through Wavelet-Driven and Multi-Scale Attention Mechanisms | Mar 31, 2025 | Diagnostic | —Unverified | 0 |