| DERAIL: Diagnostic Environments for Reward And Imitation Learning | Dec 2, 2020 | DiagnosticImitation Learning | 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 |
| DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models | Aug 4, 2024 | DiagnosticMedical Question Answering | CodeCode Available | 1 | 5 |
| DenoMamba: A fused state-space model for low-dose CT denoising | Sep 19, 2024 | DenoisingDiagnostic | CodeCode Available | 1 | 5 |
| Diffusion-based Counterfactual Augmentation: Towards Robust and Interpretable Knee Osteoarthritis Grading | Jun 18, 2025 | Clinical Knowledgecounterfactual | CodeCode Available | 1 | 5 |
| Evaluating the Ripple Effects of Knowledge Editing in Language Models | Jul 24, 2023 | Diagnosticknowledge editing | CodeCode Available | 1 | 5 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT | Jun 10, 2022 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 | 5 |
| CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting | Apr 8, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Explicitly antisymmetrized neural network layers for variational Monte Carlo simulation | Dec 7, 2021 | DiagnosticVariational Monte Carlo | CodeCode Available | 1 | 5 |
| Augmenting Chest X-ray Datasets with Non-Expert Annotations | Sep 5, 2023 | DiagnosticMedical Image Analysis | CodeCode Available | 1 | 5 |
| Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning | Mar 19, 2024 | Diagnosticimage-classification | CodeCode Available | 1 | 5 |
| Analyzing Modality Robustness in Multimodal Sentiment Analysis | May 30, 2022 | DiagnosticMultimodal Sentiment Analysis | CodeCode Available | 1 | 5 |
| A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis | Dec 17, 2024 | DiagnosticSpecificity | CodeCode Available | 1 | 5 |
| Attention-aware non-rigid image registration for accelerated MR imaging | Apr 26, 2024 | DiagnosticImage Registration | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Cost-Effective Medical Diagnosis | Feb 20, 2023 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep MRI Reconstruction with Radial Subsampling | Aug 17, 2021 | compressed sensingDiagnostic | CodeCode Available | 1 | 5 |
| FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark | Aug 19, 2021 | DiagnosticMedical Report Generation | CodeCode Available | 1 | 5 |
| An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels Segmentation | Jan 27, 2022 | DiagnosticImage Segmentation | CodeCode Available | 1 | 5 |
| Deep Multimodal Guidance for Medical Image Classification | Mar 10, 2022 | Brain Tumor ClassificationClassification | CodeCode Available | 1 | 5 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 | 5 |
| Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study | Jan 23, 2023 | DiagnosticPrediction | CodeCode Available | 1 | 5 |
| Deep Learning for Automatic Pneumonia Detection | May 28, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification | May 29, 2023 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series | May 6, 2024 | DiagnosticTime Series | CodeCode Available | 1 | 5 |
