| Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition | Jun 20, 2024 | DiagnosticEEG | 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 |
| Evaluating AI systems under uncertain ground truth: a case study in dermatology | Jul 5, 2023 | DiagnosticMedical Diagnosis | 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 |
| Perception Test: A Diagnostic Benchmark for Multimodal Video Models | May 23, 2023 | DiagnosticGrounded Video Question Answering | CodeCode Available | 2 | 5 |
| EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model | Apr 18, 2025 | Diagnostic | CodeCode Available | 2 | 5 |
| MVBench: A Comprehensive Multi-modal Video Understanding Benchmark | Nov 28, 2023 | 3D Question Answering (3D-QA)Diagnostic | CodeCode Available | 2 | 5 |
| Healthsheet: Development of a Transparency Artifact for Health Datasets | Feb 26, 2022 | Diagnostic | CodeCode Available | 2 | 5 |
| ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis | Aug 16, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 2 | 5 |
| CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis | Jul 18, 2024 | Decision MakingDiagnostic | CodeCode Available | 2 | 5 |
| CodeS: Towards Building Open-source Language Models for Text-to-SQL | Feb 26, 2024 | Data AugmentationDiagnostic | CodeCode Available | 2 | 5 |
| DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology | Apr 7, 2024 | DiagnosticMultiple Instance Learning | 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 |
| EchoTracker: Advancing Myocardial Point Tracking in Echocardiography | May 14, 2024 | DiagnosticMotion Estimation | 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 |
| DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images | May 18, 2023 | Active LearningDiagnostic | CodeCode Available | 2 | 5 |
| Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling | Jul 16, 2023 | DiagnosticLanguage Modelling | 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 Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law | May 2, 2024 | DiagnosticEthics | 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 |
| Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation | Feb 27, 2025 | Contrastive LearningDiagnostic | 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 |
| A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics | Jun 1, 2023 | DiagnosticRepresentation Learning | CodeCode Available | 2 | 5 |
| Hibou: A Family of Foundational Vision Transformers for Pathology | Jun 7, 2024 | Diagnosticwhole slide images | CodeCode Available | 2 | 5 |
| An Electrocardiogram Foundation Model Built on over 10 Million Recordings with External Evaluation across Multiple Domains | Oct 5, 2024 | DiagnosticEvent Detection | CodeCode Available | 2 | 5 |
| Automatic Depression Detection: An Emotional Audio-Textual Corpus and a GRU/BiLSTM-based Model | Feb 15, 2022 | Depression DetectionDiagnostic | 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 |
| Retrieval Augmented Visual Question Answering with Outside Knowledge | Oct 7, 2022 | Answer GenerationDiagnostic | CodeCode Available | 2 | 5 |
| BianCang: A Traditional Chinese Medicine Large Language Model | Nov 17, 2024 | DiagnosticLanguage Modeling | 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 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 | 5 |
| AngioMoCo: Learning-based Motion Correction in Cerebral Digital Subtraction Angiography | Oct 9, 2023 | Diagnostic | CodeCode Available | 1 | 5 |
| CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text | Aug 16, 2019 | DiagnosticGraph Neural Network | CodeCode Available | 1 | 5 |
| CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction | Sep 19, 2023 | DiagnosticImage Reconstruction | CodeCode Available | 1 | 5 |
| Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis | Apr 10, 2023 | DiagnosticHard Attention | CodeCode Available | 1 | 5 |
| ABNIRML: Analyzing the Behavior of Neural IR Models | Nov 2, 2020 | DiagnosticLanguage Modelling | CodeCode Available | 1 | 5 |
| A Non-Invasive Interpretable NAFLD Diagnostic Method Combining TCM Tongue Features | Sep 6, 2023 | Diagnosticfeature selection | CodeCode Available | 1 | 5 |
| A Benchmark of Medical Out of Distribution Detection | Jul 8, 2020 | DiagnosticMedical Diagnosis | CodeCode Available | 1 | 5 |
| 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 | 5 |
| An Attention-based Multi-Scale Feature Learning Network for Multimodal Medical Image Fusion | Dec 9, 2022 | Diagnostic | CodeCode Available | 1 | 5 |
| Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis | Nov 17, 2019 | DiagnosticDomain Adaptation | CodeCode Available | 1 | 5 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions? | Oct 25, 2021 | AnatomyDiagnostic | CodeCode Available | 1 | 5 |
| CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning | Jul 30, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 | 5 |
| Analyzing Modality Robustness in Multimodal Sentiment Analysis | May 30, 2022 | DiagnosticMultimodal Sentiment Analysis | CodeCode Available | 1 | 5 |
| Phare: A Safety Probe for Large Language Models | May 16, 2025 | DiagnosticHallucination | CodeCode Available | 1 | 5 |
| Classifying Unstructured Clinical Notes via Automatic Weak Supervision | Jun 24, 2022 | DiagnosticText Classification | CodeCode Available | 1 | 5 |
| CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning | Dec 20, 2016 | DiagnosticQuestion Answering | CodeCode Available | 1 | 5 |
| Classification of 12-lead ECGs: the PhysioNet/ Computing in Cardiology Challenge 2020 | Dec 29, 2020 | DiagnosticECG Classification | CodeCode Available | 1 | 5 |
