| Self-Supervised Learning for Pre-training Capsule Networks: Overcoming Medical Imaging Dataset Challenges | Feb 7, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Integrating Generative Artificial Intelligence in ADRD: A Framework for Streamlining Diagnosis and Care in Neurodegenerative Diseases | Feb 6, 2025 | Clinical KnowledgeDiagnostic | —Unverified | 0 |
| Primary Care Diagnoses as a Reliable Predictor for Orthopedic Surgical Interventions | Feb 6, 2025 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot | Feb 6, 2025 | DiagnosticLarge Language Model | CodeCode Available | 3 |
| Expanding Training Data for Endoscopic Phenotyping of Eosinophilic Esophagitis | Feb 6, 2025 | Diagnosticimage-classification | —Unverified | 0 |
| A Retrospective Systematic Study on Hierarchical Sparse Query Transformer-assisted Ultrasound Screening for Early Hepatocellular Carcinoma | Feb 6, 2025 | ClassificationDiagnostic | CodeCode Available | 0 |
| Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration | Feb 5, 2025 | Classifier calibrationDiagnostic | CodeCode Available | 0 |
| CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models | Feb 4, 2025 | Adversarial AttackDiagnostic | —Unverified | 0 |
| JingFang: A Traditional Chinese Medicine Large Language Model of Expert-Level Medical Diagnosis and Syndrome Differentiation-Based Treatment | Feb 4, 2025 | DiagnosticLanguage Modeling | —Unverified | 0 |
| scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease Diagnosis | Feb 4, 2025 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| Concept-Aware Latent and Explicit Knowledge Integration for Enhanced Cognitive Diagnosis | Feb 4, 2025 | cognitive diagnosisDiagnostic | —Unverified | 0 |
| Exploring the Feasibility of AI-Assisted Spine MRI Protocol Optimization Using DICOM Image Metadata | Feb 4, 2025 | AttributeBinary Classification | —Unverified | 0 |
| Layer Separation: Adjustable Joint Space Width Images Synthesis in Conventional Radiography | Feb 4, 2025 | DiagnosticImage Generation | —Unverified | 0 |
| Test Time Training for 4D Medical Image Interpolation | Feb 4, 2025 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis | Feb 3, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Assessing the use of Diffusion models for motion artifact correction in brain MRI | Feb 3, 2025 | DiagnosticHallucination | —Unverified | 0 |
| A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor Segmentation | Feb 1, 2025 | DiagnosticMamba | CodeCode Available | 0 |
| Prostate-Specific Foundation Models for Enhanced Detection of Clinically Significant Cancer | Feb 1, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Deep learning model for ECG reconstruction reveals the information content of ECG leads | Feb 1, 2025 | Diagnostic | —Unverified | 0 |
| Augmented Intelligence for Multimodal Virtual Biopsy in Breast Cancer Using Generative Artificial Intelligence | Jan 31, 2025 | Diagnostic | —Unverified | 0 |
| Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates | Jan 31, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| Transformation trees -- documentation of multimodal image registration | Jan 31, 2025 | DiagnosticImage Registration | —Unverified | 0 |
| A machine learning approach for Premature Coronary Artery Disease Diagnosis according to Different Ethnicities in Iran | Jan 31, 2025 | Diagnostic | —Unverified | 0 |
| Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification | Jan 31, 2025 | DiagnosticFairness | —Unverified | 0 |
| Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data | Jan 30, 2025 | Diagnosticfeature selection | —Unverified | 0 |