| Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology | Apr 23, 2025 | DiagnosticFederated Learning | —Unverified | 0 |
| Deep Multi-modal Breast Cancer Detection Network | Apr 22, 2025 | Breast Cancer DetectionData Integration | —Unverified | 0 |
| Supporting Data-Frame Dynamics in AI-assisted Decision Making | Apr 22, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| Shifts in Doctors' Eye Movements Between Real and AI-Generated Medical Images | Apr 21, 2025 | Diagnostic | —Unverified | 0 |
| Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation | Apr 20, 2025 | DiagnosticImage Segmentation | —Unverified | 0 |
| Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach | Apr 19, 2025 | AttributeDiagnostic | —Unverified | 0 |
| 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 |
| EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model | Apr 18, 2025 | Diagnostic | CodeCode Available | 2 |
| LLM Sensitivity Evaluation Framework for Clinical Diagnosis | Apr 18, 2025 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis | Apr 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration | Apr 18, 2025 | Contrastive LearningDeep Learning | —Unverified | 0 |
| Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering | Apr 18, 2025 | DenoisingDiagnostic | CodeCode Available | 1 |
| Statistical Validation in Cultural Adaptations of Cognitive Tests: A Multi- Regional Systematic Review | Apr 18, 2025 | DiagnosticSpecificity | —Unverified | 0 |
| Wearable-Derived Behavioral and Physiological Biomarkers for Classifying Unipolar and Bipolar Depression Severity | Apr 17, 2025 | Binary ClassificationDiagnostic | —Unverified | 0 |
| KFinEval-Pilot: A Comprehensive Benchmark Suite for Korean Financial Language Understanding | Apr 17, 2025 | DiagnosticLegal Reasoning | —Unverified | 0 |
| Cross-Frequency Collaborative Training Network and Dataset for Semi-supervised First Molar Root Canal Segmentation | Apr 16, 2025 | DiagnosticImage Segmentation | —Unverified | 0 |
| Comparative Evaluation of Radiomics and Deep Learning Models for Disease Detection in Chest Radiography | Apr 16, 2025 | Deep LearningDiagnostic | —Unverified | 0 |
| Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor | Apr 15, 2025 | ClassificationDiagnostic | —Unverified | 0 |
| Uncertainty Estimation for Trust Attribution to Speed-of-Sound Reconstruction with Variational Networks | Apr 15, 2025 | AttributeDiagnostic | —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 |
| FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare | Apr 15, 2025 | BenchmarkingDiagnostic | CodeCode Available | 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 |
| Guided Wave-Based Structural Awareness Under Varying Operating States via Manifold Representations | Apr 15, 2025 | Data CompressionDiagnostic | —Unverified | 0 |
