| RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation | Aug 15, 2024 | DiagnosticRAG | CodeCode Available | 5 | 5 |
| sbi reloaded: a toolkit for simulation-based inference workflows | Nov 26, 2024 | Bayesian InferenceDiagnostic | CodeCode Available | 4 | 5 |
| Segment Anything in Medical Images | Apr 24, 2023 | DiagnosticImage Segmentation | CodeCode Available | 4 | 5 |
| RaTEScore: A Metric for Radiology Report Generation | Jun 24, 2024 | DiagnosticEntity Embeddings | CodeCode Available | 4 | 5 |
| Molecular-driven Foundation Model for Oncologic Pathology | Jan 28, 2025 | BenchmarkingDiagnostic | CodeCode Available | 4 | 5 |
| A Practical Probabilistic Benchmark for AI Weather Models | Jan 27, 2024 | DiagnosticWeather Forecasting | CodeCode Available | 3 | 5 |
| GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and Images | Mar 8, 2025 | cross-modal alignmentDiagnostic | CodeCode Available | 3 | 5 |
| ECG-FM: An Open Electrocardiogram Foundation Model | Aug 9, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 3 | 5 |
| Differentiable Voxel-based X-ray Rendering Improves Sparse-View 3D CBCT Reconstruction | Nov 28, 2024 | 3D ReconstructionDiagnostic | CodeCode Available | 3 | 5 |
| MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models | Oct 16, 2024 | DiagnosticHallucination | CodeCode Available | 3 | 5 |
| Attention is not not Explanation | Aug 13, 2019 | Decision MakingDiagnostic | CodeCode Available | 3 | 5 |
| DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models | Feb 8, 2022 | DiagnosticImage Captioning | CodeCode Available | 3 | 5 |
| MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot | Feb 6, 2025 | DiagnosticLarge Language Model | CodeCode Available | 3 | 5 |
| A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning | Jun 3, 2025 | Decision MakingDiagnostic | CodeCode Available | 3 | 5 |
| Impromptu VLA: Open Weights and Open Data for Driving Vision-Language-Action Models | May 29, 2025 | Autonomous DrivingDiagnostic | CodeCode Available | 3 | 5 |
| A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation | Jan 22, 2024 | BenchmarkingDiagnostic | CodeCode Available | 3 | 5 |
| Robust and Efficient Medical Imaging with Self-Supervision | May 19, 2022 | DiagnosticRepresentation Learning | CodeCode Available | 3 | 5 |
| A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making | Oct 31, 2024 | Decision MakingDiagnostic | CodeCode Available | 3 | 5 |
| A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics | Jun 1, 2023 | DiagnosticRepresentation Learning | CodeCode Available | 2 | 5 |
| HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction | Mar 8, 2024 | DiagnosticMedical Report Generation | CodeCode Available | 2 | 5 |
| hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices | Mar 9, 2021 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 2 | 5 |
| Healthsheet: Development of a Transparency Artifact for Health Datasets | Feb 26, 2022 | Diagnostic | CodeCode Available | 2 | 5 |
| Generalized Word Shift Graphs: A Method for Visualizing and Explaining Pairwise Comparisons Between Texts | Aug 5, 2020 | Diagnostic | CodeCode Available | 2 | 5 |
| Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram | Feb 2, 2024 | DiagnosticECG Classification | CodeCode Available | 2 | 5 |
| HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models | Oct 23, 2023 | DiagnosticHallucination | CodeCode Available | 2 | 5 |
| Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner | May 16, 2025 | Cross-Modal RetrievalDiagnostic | CodeCode Available | 2 | 5 |
| A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law | May 2, 2024 | DiagnosticEthics | CodeCode Available | 2 | 5 |
| HISTAI: An Open-Source, Large-Scale Whole Slide Image Dataset for Computational Pathology | May 17, 2025 | DiagnosticDiversity | CodeCode Available | 2 | 5 |
| A Multimodal Vision Foundation Model for Clinical Dermatology | Oct 19, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 2 | 5 |
| A System for Real-Time Interactive Analysis of Deep Learning Training | Jan 5, 2020 | 3D Action RecognitionDiagnostic | CodeCode Available | 2 | 5 |
| Hibou: A Family of Foundational Vision Transformers for Pathology | Jun 7, 2024 | Diagnosticwhole slide images | CodeCode Available | 2 | 5 |
| HumanRefiner: Benchmarking Abnormal Human Generation and Refining with Coarse-to-fine Pose-Reversible Guidance | Jul 9, 2024 | BenchmarkingConditional Image Generation | CodeCode Available | 2 | 5 |
| Evaluating AI systems under uncertain ground truth: a case study in dermatology | Jul 5, 2023 | DiagnosticMedical Diagnosis | CodeCode Available | 2 | 5 |
| Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation | Feb 27, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 2 | 5 |
| EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model | Apr 18, 2025 | Diagnostic | CodeCode Available | 2 | 5 |
| DoctorAgent-RL: A Multi-Agent Collaborative Reinforcement Learning System for Multi-Turn Clinical Dialogue | May 26, 2025 | DiagnosticQuestion Answering | CodeCode Available | 2 | 5 |
| Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology | Mar 19, 2025 | Cross-Modal RetrievalDiagnostic | CodeCode Available | 2 | 5 |
| DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images | May 18, 2023 | Active LearningDiagnostic | CodeCode Available | 2 | 5 |
| DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology | Apr 7, 2024 | DiagnosticMultiple Instance Learning | CodeCode Available | 2 | 5 |
| ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis | Aug 16, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 2 | 5 |
| VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge | Aug 5, 2024 | Clinical KnowledgeDiagnostic | CodeCode Available | 2 | 5 |
| Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling | Jul 16, 2023 | DiagnosticLanguage Modelling | CodeCode Available | 2 | 5 |
| Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition | Jun 20, 2024 | DiagnosticEEG | CodeCode Available | 2 | 5 |
| EchoTracker: Advancing Myocardial Point Tracking in Echocardiography | May 14, 2024 | DiagnosticMotion Estimation | CodeCode Available | 2 | 5 |
| CodeS: Towards Building Open-source Language Models for Text-to-SQL | Feb 26, 2024 | Data AugmentationDiagnostic | CodeCode Available | 2 | 5 |
| Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data | Jul 17, 2024 | Breast Cancer DetectionCancer Classification | CodeCode Available | 2 | 5 |
| Ambiguous Medical Image Segmentation using Diffusion Models | Apr 10, 2023 | DiagnosticDiversity | CodeCode Available | 2 | 5 |
| CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis | Jul 18, 2024 | Decision MakingDiagnostic | CodeCode Available | 2 | 5 |
| ClinicalGPT-R1: Pushing reasoning capability of generalist disease diagnosis with large language model | Apr 13, 2025 | DiagnosticLanguage Modeling | CodeCode Available | 2 | 5 |
| A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model | Jul 22, 2024 | Diagnosticwhole slide images | CodeCode Available | 2 | 5 |
