| Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review | Nov 3, 2023 | Diagnostic | CodeCode Available | 2 | 5 |
| Large Language Model with Region-guided Referring and Grounding for CT Report Generation | Nov 23, 2024 | Computed Tomography (CT)Diagnostic | CodeCode Available | 2 | 5 |
| EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model | Apr 18, 2025 | Diagnostic | CodeCode Available | 2 | 5 |
| MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow | Mar 21, 2025 | DiagnosticLogical Reasoning | CodeCode Available | 2 | 5 |
| DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images | May 18, 2023 | Active LearningDiagnostic | CodeCode Available | 2 | 5 |
| Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model | Jun 13, 2024 | DiagnosticImage Retrieval | CodeCode Available | 2 | 5 |
| Perception Test: A Diagnostic Benchmark for Multimodal Models | Oct 19, 2022 | DiagnosticMultiple-choice | CodeCode Available | 2 | 5 |
| Perception Test: A Diagnostic Benchmark for Multimodal Video Models | May 23, 2023 | DiagnosticGrounded Video Question 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 |
| Ambiguous Medical Image Segmentation using Diffusion Models | Apr 10, 2023 | DiagnosticDiversity | CodeCode Available | 2 | 5 |
| Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support | Feb 25, 2025 | Decision MakingDiagnostic | CodeCode Available | 2 | 5 |
| Retrieval Augmented Visual Question Answering with Outside Knowledge | Oct 7, 2022 | Answer GenerationDiagnostic | 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 |
| BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models | Sep 12, 2023 | DiagnosticNatural Language Understanding | 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 |
| CodeS: Towards Building Open-source Language Models for Text-to-SQL | Feb 26, 2024 | Data AugmentationDiagnostic | CodeCode Available | 2 | 5 |
| CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis | Jul 18, 2024 | Decision MakingDiagnostic | CodeCode Available | 2 | 5 |
| ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World | Jun 19, 2024 | DiagnosticMultiple-choice | CodeCode Available | 2 | 5 |
| DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology | Apr 7, 2024 | DiagnosticMultiple Instance Learning | 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 |
| Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling | Jul 16, 2023 | DiagnosticLanguage Modelling | CodeCode Available | 2 | 5 |
| ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis | Aug 16, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 2 | 5 |
| Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition | Jun 20, 2024 | DiagnosticEEG | 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 |
