| Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner | May 16, 2025 | Cross-Modal RetrievalDiagnostic | CodeCode Available | 2 |
| Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram | Feb 2, 2024 | DiagnosticECG Classification | CodeCode Available | 2 |
| HISTAI: An Open-Source, Large-Scale Whole Slide Image Dataset for Computational Pathology | May 17, 2025 | DiagnosticDiversity | CodeCode Available | 2 |
| A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law | May 2, 2024 | DiagnosticEthics | CodeCode Available | 2 |
| A System for Real-Time Interactive Analysis of Deep Learning Training | Jan 5, 2020 | 3D Action RecognitionDiagnostic | CodeCode Available | 2 |
| Hibou: A Family of Foundational Vision Transformers for Pathology | Jun 7, 2024 | Diagnosticwhole slide images | CodeCode Available | 2 |
| HumanRefiner: Benchmarking Abnormal Human Generation and Refining with Coarse-to-fine Pose-Reversible Guidance | Jul 9, 2024 | BenchmarkingConditional Image Generation | CodeCode Available | 2 |
| Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data | Jul 17, 2024 | Breast Cancer DetectionCancer Classification | CodeCode Available | 2 |
| DoctorAgent-RL: A Multi-Agent Collaborative Reinforcement Learning System for Multi-Turn Clinical Dialogue | May 26, 2025 | DiagnosticQuestion Answering | CodeCode Available | 2 |
| Evaluating AI systems under uncertain ground truth: a case study in dermatology | Jul 5, 2023 | DiagnosticMedical Diagnosis | CodeCode Available | 2 |
| DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology | Apr 7, 2024 | DiagnosticMultiple Instance Learning | CodeCode Available | 2 |
| A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model | Jul 22, 2024 | Diagnosticwhole slide images | CodeCode Available | 2 |
| Ambiguous Medical Image Segmentation using Diffusion Models | Apr 10, 2023 | DiagnosticDiversity | CodeCode Available | 2 |
| DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images | May 18, 2023 | Active LearningDiagnostic | CodeCode Available | 2 |
| Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling | Jul 16, 2023 | DiagnosticLanguage Modelling | CodeCode Available | 2 |
| VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge | Aug 5, 2024 | Clinical KnowledgeDiagnostic | CodeCode Available | 2 |
| Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology | Mar 19, 2025 | Cross-Modal RetrievalDiagnostic | CodeCode Available | 2 |
| EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model | Apr 18, 2025 | Diagnostic | CodeCode Available | 2 |
| ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis | Aug 16, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 2 |
| EchoTracker: Advancing Myocardial Point Tracking in Echocardiography | May 14, 2024 | DiagnosticMotion Estimation | CodeCode Available | 2 |
| Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation | Feb 27, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 2 |
| AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator | Feb 15, 2024 | BenchmarkingDiagnostic | CodeCode Available | 2 |
| A Multimodal Vision Foundation Model for Clinical Dermatology | Oct 19, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 2 |
| CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis | Jul 18, 2024 | Decision MakingDiagnostic | CodeCode Available | 2 |
| ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World | Jun 19, 2024 | DiagnosticMultiple-choice | CodeCode Available | 2 |
