| BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck | May 7, 2022 | DiagnosticFunctional Connectivity | CodeCode Available | 1 |
| BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images | Jul 10, 2021 | ClassificationDiagnostic | CodeCode Available | 1 |
| GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification | May 29, 2023 | ClassificationDiagnostic | CodeCode Available | 1 |
| DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models | Aug 4, 2024 | DiagnosticMedical Question Answering | CodeCode Available | 1 |
| Learning what and where to attend | May 22, 2018 | DiagnosticImage Categorization | CodeCode Available | 1 |
| Global Explainability of GNNs via Logic Combination of Learned Concepts | Oct 13, 2022 | Diagnostic | CodeCode Available | 1 |
| A Mobile App for Wound Localization using Deep Learning | Sep 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning | Apr 2, 2025 | Decision MakingDiagnostic | CodeCode Available | 1 |
| BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients | Jun 1, 2020 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| BS-LDM: Effective Bone Suppression in High-Resolution Chest X-Ray Images with Conditional Latent Diffusion Models | Dec 20, 2024 | Bone Suppression From Dual Energy Chest X-RaysDiagnostic | CodeCode Available | 1 |
| HateCheck: Functional Tests for Hate Speech Detection Models | Dec 31, 2020 | DiagnosticHate Speech Detection | CodeCode Available | 1 |
| HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation | Dec 15, 2024 | DiagnosticIn-Context Learning | CodeCode Available | 1 |
| ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs | May 25, 2023 | DiagnosticIn-Context Learning | CodeCode Available | 1 |
| A Multi-Modal AI System for Screening Mammography: Integrating 2D and 3D Imaging to Improve Breast Cancer Detection in a Prospective Clinical Study | Apr 8, 2025 | Breast Cancer DetectionDiagnostic | 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 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 |
| HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models | May 13, 2024 | DiagnosticMultimodal Deep Learning | CodeCode Available | 1 |
| Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective | Jul 10, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network | Dec 23, 2023 | DiagnosticECG Classification | CodeCode Available | 1 |
| AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning | Oct 21, 2022 | Diagnostic | CodeCode Available | 1 |
| Improve robustness of DNN for ECG signal classification:a noise-to-signal ratio perspective | May 18, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Benchmarking Robustness of Text-Image Composed Retrieval | Nov 24, 2023 | AttributeBenchmarking | CodeCode Available | 1 |
| Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles | Nov 29, 2022 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Attention-aware non-rigid image registration for accelerated MR imaging | Apr 26, 2024 | DiagnosticImage Registration | CodeCode Available | 1 |
| Augmenting Chest X-ray Datasets with Non-Expert Annotations | Sep 5, 2023 | DiagnosticMedical Image Analysis | CodeCode Available | 1 |
| 3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark | Mar 26, 2025 | DiagnosticMultimodal Reasoning | CodeCode Available | 1 |
| Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning | May 29, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation | Apr 15, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models | Jun 5, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis | May 2, 2024 | AllDiagnostic | CodeCode Available | 1 |
| Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training | Jul 14, 2023 | Clinical KnowledgeDiagnostic | CodeCode Available | 1 |
| A Diagnostic Study of Explainability Techniques for Text Classification | Sep 25, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning | Jul 20, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis | Feb 24, 2020 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels Segmentation | Jan 27, 2022 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis | Dec 23, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Learning Medical Image Denoising with Deep Dynamic Residual Attention Network | Dec 9, 2020 | DenoisingDiagnostic | CodeCode Available | 1 |
| Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) | Oct 11, 2020 | Binary ClassificationDiagnostic | CodeCode Available | 1 |
| Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling | Nov 7, 2021 | DiagnosticMORPH | CodeCode Available | 1 |
| Likelihood-Free Frequentist Inference: Bridging Classical Statistics and Machine Learning for Reliable Simulator-Based Inference | Jul 8, 2021 | DiagnosticOpen-Ended Question Answering | CodeCode Available | 1 |
| Linear Connectivity Reveals Generalization Strategies | May 24, 2022 | CoLADiagnostic | CodeCode Available | 1 |
| ListOps: A Diagnostic Dataset for Latent Tree Learning | Apr 17, 2018 | DiagnosticListOps | CodeCode Available | 1 |
| LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse Diffusion | Jul 5, 2023 | DenoisingDiagnostic | CodeCode Available | 1 |
| Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation | Jul 19, 2023 | DiagnosticFace Model | CodeCode Available | 1 |
| Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering | Apr 18, 2024 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | CodeCode Available | 1 |
| LSM-YOLO: A Compact and Effective ROI Detector for Medical Detection | Aug 26, 2024 | Blood Cell DetectionCell Detection | CodeCode Available | 1 |
| Lumbar spine segmentation in MR images: a dataset and a public benchmark | Jun 21, 2023 | DiagnosticSegmentation | CodeCode Available | 1 |
| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 |
| Benchmarking saliency methods for chest X-ray interpretation | Oct 10, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 |
