| Healthsheet: Development of a Transparency Artifact for Health Datasets | Feb 26, 2022 | Diagnostic | CodeCode Available | 2 |
| Generalized Word Shift Graphs: A Method for Visualizing and Explaining Pairwise Comparisons Between Texts | Aug 5, 2020 | Diagnostic | CodeCode Available | 2 |
| Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner | May 16, 2025 | Cross-Modal RetrievalDiagnostic | CodeCode Available | 2 |
| Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support | Feb 25, 2025 | Decision MakingDiagnostic | CodeCode Available | 2 |
| Hibou: A Family of Foundational Vision Transformers for Pathology | Jun 7, 2024 | Diagnosticwhole slide images | CodeCode Available | 2 |
| Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition | Jun 20, 2024 | DiagnosticEEG | CodeCode Available | 2 |
| Evaluating AI systems under uncertain ground truth: a case study in dermatology | Jul 5, 2023 | DiagnosticMedical Diagnosis | CodeCode Available | 2 |
| An Electrocardiogram Foundation Model Built on over 10 Million Recordings with External Evaluation across Multiple Domains | Oct 5, 2024 | DiagnosticEvent Detection | CodeCode Available | 2 |
| HISTAI: An Open-Source, Large-Scale Whole Slide Image Dataset for Computational Pathology | May 17, 2025 | DiagnosticDiversity | CodeCode Available | 2 |
| MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow | Mar 21, 2025 | DiagnosticLogical Reasoning | CodeCode Available | 2 |
| ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis | Aug 16, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 2 |
| CodeS: Towards Building Open-source Language Models for Text-to-SQL | Feb 26, 2024 | Data AugmentationDiagnostic | CodeCode Available | 2 |
| AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator | Feb 15, 2024 | BenchmarkingDiagnostic | CodeCode Available | 2 |
| DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology | Apr 7, 2024 | DiagnosticMultiple Instance Learning | CodeCode Available | 2 |
| Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model | Jun 13, 2024 | DiagnosticImage Retrieval | CodeCode Available | 2 |
| A Multimodal Vision Foundation Model for Clinical Dermatology | Oct 19, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 2 |
| BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models | Sep 12, 2023 | DiagnosticNatural Language Understanding | 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 |
| Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling | Jul 16, 2023 | DiagnosticLanguage Modelling | 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 |
| Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation | Feb 27, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 2 |
| Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data | Jul 17, 2024 | Breast Cancer DetectionCancer Classification | CodeCode Available | 2 |
| A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model | Jul 22, 2024 | Diagnosticwhole slide images | CodeCode Available | 2 |
| EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model | Apr 18, 2025 | Diagnostic | 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 |
| Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram | Feb 2, 2024 | DiagnosticECG Classification | CodeCode Available | 2 |
| HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models | Oct 23, 2023 | DiagnosticHallucination | CodeCode Available | 2 |
| EchoTracker: Advancing Myocardial Point Tracking in Echocardiography | May 14, 2024 | DiagnosticMotion Estimation | 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 |
| Improving CLIP Fine-tuning Performance | Jan 1, 2023 | Diagnosticobject-detection | CodeCode Available | 2 |
| HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction | Mar 8, 2024 | DiagnosticMedical Report Generation | CodeCode Available | 2 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 |
| CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text | Aug 16, 2019 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
| CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction | Sep 19, 2023 | DiagnosticImage Reconstruction | CodeCode Available | 1 |
| Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis | Apr 10, 2023 | DiagnosticHard Attention | CodeCode Available | 1 |
| ABNIRML: Analyzing the Behavior of Neural IR Models | Nov 2, 2020 | DiagnosticLanguage Modelling | CodeCode Available | 1 |
| CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning | Dec 20, 2016 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios | Oct 4, 2024 | Clinical KnowledgeDiagnostic | CodeCode Available | 1 |
| A Benchmark of Medical Out of Distribution Detection | Jul 8, 2020 | DiagnosticMedical Diagnosis | CodeCode Available | 1 |
| Classifying Unstructured Clinical Notes via Automatic Weak Supervision | Jun 24, 2022 | DiagnosticText Classification | CodeCode Available | 1 |
| CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning | Jul 30, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis | Nov 17, 2019 | DiagnosticDomain Adaptation | CodeCode Available | 1 |
| Classification of 12-lead ECGs: the PhysioNet/ Computing in Cardiology Challenge 2020 | Dec 29, 2020 | DiagnosticECG Classification | CodeCode Available | 1 |
| CheXternal: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays and External Clinical Settings | Feb 17, 2021 | Diagnostic | CodeCode Available | 1 |
| Phare: A Safety Probe for Large Language Models | May 16, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| Large Scale MRI Collection and Segmentation of Cirrhotic Liver | Oct 6, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Classification of Brain Tumours in MR Images using Deep Spatiospatial Models | May 28, 2021 | DiagnosticTumour Classification | CodeCode Available | 1 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | CodeCode Available | 1 |
| ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification | Apr 29, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 |
