| LOOPE: Learnable Optimal Patch Order in Positional Embeddings for Vision Transformers | Apr 19, 2025 | BenchmarkingDiagnostic | —Unverified | 0 |
| ThyroidEffi 1.0: A Cost-Effective System for High-Performance Multi-Class Thyroid Carcinoma Classification | Apr 19, 2025 | CPUDiagnostic | —Unverified | 0 |
| Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach | Apr 19, 2025 | AttributeDiagnostic | —Unverified | 0 |
| Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration | Apr 18, 2025 | Contrastive LearningDeep Learning | —Unverified | 0 |
| LLM Sensitivity Evaluation Framework for Clinical Diagnosis | Apr 18, 2025 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Statistical Validation in Cultural Adaptations of Cognitive Tests: A Multi- Regional Systematic Review | Apr 18, 2025 | DiagnosticSpecificity | —Unverified | 0 |
| KFinEval-Pilot: A Comprehensive Benchmark Suite for Korean Financial Language Understanding | Apr 17, 2025 | DiagnosticLegal Reasoning | —Unverified | 0 |
| Wearable-Derived Behavioral and Physiological Biomarkers for Classifying Unipolar and Bipolar Depression Severity | Apr 17, 2025 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Comparative Evaluation of Radiomics and Deep Learning Models for Disease Detection in Chest Radiography | Apr 16, 2025 | Deep LearningDiagnostic | —Unverified | 0 |
| Cross-Frequency Collaborative Training Network and Dataset for Semi-supervised First Molar Root Canal Segmentation | Apr 16, 2025 | DiagnosticImage Segmentation | —Unverified | 0 |
| Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor | Apr 15, 2025 | ClassificationDiagnostic | —Unverified | 0 |
| From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation | Apr 15, 2025 | DiagnosticImage Segmentation | CodeCode Available | 0 |
| Guided Wave-Based Structural Awareness Under Varying Operating States via Manifold Representations | Apr 15, 2025 | Data CompressionDiagnostic | —Unverified | 0 |
| Diagnostic Uncertainty Limits the Potential of Early Warning Signals to Identify Epidemic Emergence | Apr 15, 2025 | DiagnosticTime Series | —Unverified | 0 |
| Learning to Be A Doctor: Searching for Effective Medical Agent Architectures | Apr 15, 2025 | AutoMLDiagnostic | —Unverified | 0 |
| Uncertainty Estimation for Trust Attribution to Speed-of-Sound Reconstruction with Variational Networks | Apr 15, 2025 | AttributeDiagnostic | —Unverified | 0 |
| FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare | Apr 15, 2025 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| Bayesian Analysis of Interpretable Aging across Thousands of Lithium-ion Battery Cycles | Apr 14, 2025 | DiagnosticUncertainty Quantification | —Unverified | 0 |
| Integrating Vision and Location with Transformers: A Multimodal Deep Learning Framework for Medical Wound Analysis | Apr 14, 2025 | Diagnosticfeature selection | —Unverified | 0 |
| xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM | Apr 14, 2025 | ClassificationDiagnostic | —Unverified | 0 |
| Performance of Large Language Models in Supporting Medical Diagnosis and Treatment | Apr 14, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| 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 |
| Trajectory-guided Motion Perception for Facial Expression Quality Assessment in Neurological Disorders | Apr 13, 2025 | Diagnostic | CodeCode Available | 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 |
| 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 |
| 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 |
| Bayesian Reasoning Enabled by Spin-Orbit Torque Magnetic Tunnel Junctions | Apr 11, 2025 | Diagnostic | —Unverified | 0 |
| An LLM-Driven Multi-Agent Debate System for Mendelian Diseases | Apr 10, 2025 | DiagnosticLanguage Modeling | —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 |
| Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction | Apr 10, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| 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 |
| DIMA: DIffusing Motion Artifacts for unsupervised correction in brain MRI images | Apr 9, 2025 | Diagnostic | —Unverified | 0 |
| Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging | Apr 9, 2025 | DiagnosticImage Segmentation | —Unverified | 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 |
| Attention-Based Multiscale Temporal Fusion Network for Uncertain-Mode Fault Diagnosis in Multimode Processes | Apr 7, 2025 | DiagnosticFault Diagnosis | 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 |
| 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 |
| 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 |
| Towards Computation- and Communication-efficient Computational Pathology | Apr 3, 2025 | DiagnosticSelf-Supervised Learning | —Unverified | 0 |
| Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset | Apr 3, 2025 | AttributeDiagnostic | —Unverified | 0 |
| LVMed-R2: Perception and Reflection-driven Complex Reasoning for Medical Report Generation | Apr 2, 2025 | DiagnosticMedical Report Generation | —Unverified | 0 |
| 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 |