| UnPuzzle: A Unified Framework for Pathology Image Analysis | Mar 5, 2025 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Mixmamba-fewshot: mamba and attention mixer-based method with few-shot learning for bearing fault diagnosis | Feb 27, 2025 | ClassificationDiagnostic | CodeCode Available | 1 |
| Aligning LLMs to Ask Good Questions A Case Study in Clinical Reasoning | Feb 20, 2025 | AttributeDiagnostic | CodeCode Available | 1 |
| Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework | Feb 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression | Feb 17, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis | Feb 16, 2025 | DiagnosticRhythm | CodeCode Available | 1 |
| Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Multimodal Models | Feb 12, 2025 | AttributeDiagnostic | CodeCode Available | 1 |
| SurGen: 1020 H&E-stained Whole Slide Images With Survival and Genetic Markers | Feb 7, 2025 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Prostate-Specific Foundation Models for Enhanced Detection of Clinically Significant Cancer | Feb 1, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion | Jan 28, 2025 | DiagnosticImage Generation | CodeCode Available | 1 |
| MedFILIP: Medical Fine-grained Language-Image Pre-training | Jan 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| MechIR: A Mechanistic Interpretability Framework for Information Retrieval | Jan 17, 2025 | DiagnosticInformation Retrieval | CodeCode Available | 1 |
| O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning | Jan 11, 2025 | Decision MakingDiagnostic | CodeCode Available | 1 |
| DiffuSETS: 12-lead ECG Generation Conditioned on Clinical Text Reports and Patient-Specific Information | Jan 10, 2025 | BenchmarkingData Augmentation | CodeCode Available | 1 |
| Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis | Jan 6, 2025 | AttributeDiagnostic | CodeCode Available | 1 |
| Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model | Jan 1, 2025 | DiagnosticImage Generation | CodeCode Available | 1 |
| Modality-Projection Universal Model for Comprehensive Full-Body Medical Imaging Segmentation | Dec 26, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| BS-LDM: Effective Bone Suppression in High-Resolution Chest X-Ray Images with Conditional Latent Diffusion Models | Dec 20, 2024 | Bone Suppression From Dual Energy Chest X-RaysDiagnostic | CodeCode Available | 1 |
| MedCoT: Medical Chain of Thought via Hierarchical Expert | Dec 18, 2024 | DiagnosticMedical Visual Question Answering | CodeCode Available | 1 |
| A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis | Dec 17, 2024 | DiagnosticSpecificity | CodeCode Available | 1 |
| LLMs Can Simulate Standardized Patients via Agent Coevolution | Dec 16, 2024 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted Inversion | Dec 15, 2024 | DiagnosticDisentanglement | CodeCode Available | 1 |
| HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation | Dec 15, 2024 | DiagnosticIn-Context Learning | CodeCode Available | 1 |
| MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images | Dec 12, 2024 | DiagnosticTransfer Learning | CodeCode Available | 1 |
| ECGtizer: a fully automated digitizing and signal recovery pipeline for electrocardiograms | Dec 9, 2024 | Diagnostic | CodeCode Available | 1 |
