| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis | Jun 30, 2023 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| MedCoT: Medical Chain of Thought via Hierarchical Expert | Dec 18, 2024 | DiagnosticMedical Visual Question Answering | CodeCode Available | 1 |
| MedFILIP: Medical Fine-grained Language-Image Pre-training | Jan 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT | Feb 19, 2020 | COVID-19 Image SegmentationDiagnostic | CodeCode Available | 1 |
| MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning | Jun 3, 2024 | DiagnosticMedQA | CodeCode Available | 1 |
| A Non-Invasive Interpretable NAFLD Diagnostic Method Combining TCM Tongue Features | Sep 6, 2023 | Diagnosticfeature selection | CodeCode Available | 1 |
| Artificial-intelligence-based molecular classification of diffuse gliomas using rapid, label-free optical imaging | Mar 23, 2023 | DiagnosticManagement | CodeCode Available | 1 |
| ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics | Dec 4, 2024 | AnatomyDiagnostic | CodeCode Available | 1 |
| Analyzing Modality Robustness in Multimodal Sentiment Analysis | May 30, 2022 | DiagnosticMultimodal Sentiment Analysis | CodeCode Available | 1 |
| MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression | Feb 17, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| Modality-Projection Universal Model for Comprehensive Full-Body Medical Imaging Segmentation | Dec 26, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| A General-Purpose Self-Supervised Model for Computational Pathology | Aug 29, 2023 | Code ClassificationDiagnostic | CodeCode Available | 1 |
| MONICA: Benchmarking on Long-tailed Medical Image Classification | Oct 2, 2024 | BenchmarkingClassification | CodeCode Available | 1 |
| Phare: A Safety Probe for Large Language Models | May 16, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| Multi-Class Cell Detection Using Spatial Context Representation | Oct 10, 2021 | Cell DetectionClassification | CodeCode Available | 1 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions? | Oct 25, 2021 | AnatomyDiagnostic | CodeCode Available | 1 |
| Multi-Layer Gaussian Splatting for Immersive Anatomy Visualization | Oct 22, 2024 | AnatomyDiagnostic | 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 |
| Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis | Jun 17, 2022 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration | Apr 14, 2021 | AnatomyDiagnostic | CodeCode Available | 1 |
| Multimodal Foundation Models For Echocardiogram Interpretation | Aug 29, 2023 | Cross-Modal RetrievalDiagnostic | CodeCode Available | 1 |
| MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images | Sep 19, 2023 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
| An Attention-based Multi-Scale Feature Learning Network for Multimodal Medical Image Fusion | Dec 9, 2022 | Diagnostic | CodeCode Available | 1 |
| Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition | Apr 7, 2020 | DiagnosticImplicatures | CodeCode Available | 1 |
