| Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images | Feb 14, 2022 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Aligning LLMs to Ask Good Questions A Case Study in Clinical Reasoning | Feb 20, 2025 | AttributeDiagnostic | CodeCode Available | 1 | 5 |
| Benchmarking Robustness of Text-Image Composed Retrieval | Nov 24, 2023 | AttributeBenchmarking | CodeCode Available | 1 | 5 |
| Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification | Dec 1, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics | Dec 11, 2018 | Diagnostic | CodeCode Available | 1 | 5 |
| Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset | Jan 13, 2023 | Decision MakingDiagnostic | 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 |
| DiffuSETS: 12-lead ECG Generation Conditioned on Clinical Text Reports and Patient-Specific Information | Jan 10, 2025 | BenchmarkingData Augmentation | CodeCode Available | 1 | 5 |
| Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model | Jan 1, 2025 | DiagnosticImage Generation | 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 |
| Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation | Apr 13, 2023 | DiagnosticImage Generation | CodeCode Available | 1 | 5 |
| How does Transformer Learn Implicit Reasoning? | May 29, 2025 | ClusteringDiagnostic | CodeCode Available | 1 | 5 |
| BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck | May 7, 2022 | DiagnosticFunctional Connectivity | CodeCode Available | 1 | 5 |
| BrainWave: A Brain Signal Foundation Model for Clinical Applications | Feb 15, 2024 | DiagnosticTransfer Learning | CodeCode Available | 1 | 5 |
| A Deep Learning Approach for COVID-19 & Viral Pneumonia Screening with X-ray Images | Jan 2, 2021 | Diagnostic | CodeCode Available | 1 | 5 |
| Diffusion-based Counterfactual Augmentation: Towards Robust and Interpretable Knee Osteoarthritis Grading | Jun 18, 2025 | Clinical Knowledgecounterfactual | CodeCode Available | 1 | 5 |
| 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 | 5 |
| BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images | Jul 10, 2021 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles | Nov 29, 2022 | Data AugmentationDiagnostic | CodeCode Available | 1 | 5 |
| Improving Compositional Generalization with Latent Structure and Data Augmentation | Dec 14, 2021 | Data AugmentationDiagnostic | CodeCode Available | 1 | 5 |
| Analyzing Modality Robustness in Multimodal Sentiment Analysis | May 30, 2022 | DiagnosticMultimodal Sentiment Analysis | CodeCode Available | 1 | 5 |
| Detection and Classification of Diabetic Retinopathy using Deep Learning Algorithms for Segmentation to Facilitate Referral Recommendation for Test and Treatment Prediction | Jan 5, 2024 | Data AugmentationDiagnostic | CodeCode Available | 1 | 5 |
| Bulbar ALS Detection Based on Analysis of Voice Perturbation and Vibrato | Mar 24, 2020 | ALS DetectionDiagnostic | CodeCode Available | 1 | 5 |
| DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models | May 20, 2025 | BenchmarkingDiagnostic | CodeCode Available | 1 | 5 |
