| 3D Nephrographic Image Synthesis in CT Urography with the Diffusion Model and Swin Transformer | Feb 26, 2025 | DiagnosticImage Generation | —Unverified | 0 |
| RetinaRegen: A Hybrid Model for Readability and Detail Restoration in Fundus Images | Feb 26, 2025 | DiagnosticImage Restoration | —Unverified | 0 |
| Software implemented fault diagnosis of natural gas pumping unit based on feedforward neural network | Feb 25, 2025 | DescriptiveDiagnostic | —Unverified | 0 |
| Uncertainty Modeling in Multimodal Speech Analysis Across the Psychosis Spectrum | Feb 25, 2025 | Diagnostic | —Unverified | 0 |
| Patient Trajectory Prediction: Integrating Clinical Notes with Transformers | Feb 25, 2025 | ClassificationDiagnostic | CodeCode Available | 0 |
| TagGAN: A Generative Model for Data Tagging | Feb 25, 2025 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| Arrhythmia Classification from 12-Lead ECG Signals Using Convolutional and Transformer-Based Deep Learning Models | Feb 25, 2025 | Diagnostic | —Unverified | 0 |
| Improving Interactive Diagnostic Ability of a Large Language Model Agent Through Clinical Experience Learning | Feb 24, 2025 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Robust Confinement State Classification with Uncertainty Quantification through Ensembled Data-Driven Methods | Feb 24, 2025 | DiagnosticUncertainty Quantification | —Unverified | 0 |
| Unveiling Institution-Specific Bias in Pathology Foundation Models: Detriments, Causes, and Potential Solutions | Feb 24, 2025 | Diagnostic | —Unverified | 0 |
| ENACT-Heart -- ENsemble-based Assessment Using CNN and Transformer on Heart Sounds | Feb 24, 2025 | DiagnosticMixture-of-Experts | —Unverified | 0 |
| A Priori Generalizability Estimate for a CNN | Feb 24, 2025 | Diagnosticimage-classification | —Unverified | 0 |
| Applications of Large Models in Medicine | Feb 24, 2025 | DiagnosticDisease Prediction | —Unverified | 0 |
| AdverX-Ray: Ensuring X-Ray Integrity Through Frequency-Sensitive Adversarial VAEs | Feb 23, 2025 | DiagnosticImage Quality Assessment | CodeCode Available | 0 |
| GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis | Feb 23, 2025 | ClassificationDiagnostic | CodeCode Available | 0 |
| Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs | Feb 23, 2025 | Data PoisoningDiagnostic | —Unverified | 0 |
| Tool or Tutor? Experimental evidence from AI deployment in cancer diagnosis | Feb 23, 2025 | DiagnosticLung Cancer Diagnosis | —Unverified | 0 |
| DeepSeek reshaping healthcare in China's tertiary hospitals | Feb 23, 2025 | Diagnostic | —Unverified | 0 |
| Clinical Inspired MRI Lesion Segmentation | Feb 22, 2025 | Brain Tumor SegmentationDiagnostic | —Unverified | 0 |
| MHQA: A Diverse, Knowledge Intensive Mental Health Question Answering Challenge for Language Models | Feb 21, 2025 | BenchmarkingDiagnostic | —Unverified | 0 |
| Benchmarking machine learning for bowel sound pattern classification from tabular features to pretrained models | Feb 21, 2025 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| ML-Driven Approaches to Combat Medicare Fraud: Advances in Class Imbalance Solutions, Feature Engineering, Adaptive Learning, and Business Impact | Feb 21, 2025 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization | Feb 21, 2025 | Abstractive Text SummarizationDiagnostic | CodeCode Available | 0 |
| Detecting Long QT Syndrome and First-Degree Atrioventricular Block using Single-Lead AI-ECG: A Multi-Center Real-World Study | Feb 21, 2025 | DiagnosticSpecificity | —Unverified | 0 |
| Utilizing Sequential Information of General Lab-test Results and Diagnoses History for Differential Diagnosis of Dementia | Feb 21, 2025 | Diagnostic | —Unverified | 0 |