| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 |
| Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis | Jul 5, 2020 | DiagnosticDomain Adaptation | CodeCode Available | 1 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 |
| Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation | Sep 8, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text | Aug 16, 2019 | DiagnosticGraph Neural Network | 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 |
| CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction | Sep 19, 2023 | DiagnosticImage Reconstruction | CodeCode Available | 1 |
| Classifying Unstructured Clinical Notes via Automatic Weak Supervision | Jun 24, 2022 | DiagnosticText Classification | CodeCode Available | 1 |
| Large Scale MRI Collection and Segmentation of Cirrhotic Liver | Oct 6, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Classification of 12-lead ECGs: the PhysioNet/ Computing in Cardiology Challenge 2020 | Dec 29, 2020 | DiagnosticECG Classification | CodeCode Available | 1 |
| CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning | Jul 30, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification | Aug 8, 2023 | ClassificationDiagnostic | CodeCode Available | 1 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | CodeCode Available | 1 |
| CheXpert++: Approximating the CheXpert labeler for Speed,Differentiability, and Probabilistic Output | Jun 26, 2020 | Active LearningDiagnostic | CodeCode Available | 1 |
| Classification of Brain Tumours in MR Images using Deep Spatiospatial Models | May 28, 2021 | DiagnosticTumour Classification | CodeCode Available | 1 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification | Apr 29, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs | May 25, 2023 | DiagnosticIn-Context Learning | CodeCode Available | 1 |
| CheXternal: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays and External Clinical Settings | Feb 17, 2021 | Diagnostic | CodeCode Available | 1 |
| A Deep Learning Approach for COVID-19 & Viral Pneumonia Screening with X-ray Images | Jan 2, 2021 | Diagnostic | CodeCode Available | 1 |
| CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning | Dec 20, 2016 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| Comprehensive analysis of gene expression profiles to radiation exposure reveals molecular signatures of low-dose radiation response | Jan 3, 2023 | Diagnostic | CodeCode Available | 1 |
| Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis | Apr 10, 2023 | DiagnosticHard Attention | CodeCode Available | 1 |
| Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis | Nov 17, 2019 | DiagnosticDomain Adaptation | CodeCode Available | 1 |
| Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence | Nov 18, 2021 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering | Oct 3, 2021 | counterfactualDiagnostic | CodeCode Available | 1 |
| COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19 | Apr 30, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimization | Jul 1, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| DEMETR: Diagnosing Evaluation Metrics for Translation | Oct 25, 2022 | DiagnosticMachine Translation | CodeCode Available | 1 |
| Bulbar ALS Detection Based on Analysis of Voice Perturbation and Vibrato | Mar 24, 2020 | ALS DetectionDiagnostic | CodeCode Available | 1 |
| Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical Imaging | Aug 12, 2023 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation | Feb 13, 2023 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Deep Generative Classification of Blood Cell Morphology | Aug 16, 2024 | Anomaly DetectionClassification | CodeCode Available | 1 |
| DeepGleason: a System for Automated Gleason Grading of Prostate Cancer using Deep Neural Networks | Mar 25, 2024 | Diagnosticimage-classification | CodeCode Available | 1 |
| Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary | Jun 24, 2020 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Deep Learning-based Frozen Section to FFPE Translation | Jul 25, 2021 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Building a Scalable and Interpretable Bayesian Deep Learning Framework for Quality Control of Free Form Surfaces | Apr 7, 1994 | Active LearningBenchmarking | CodeCode Available | 1 |
| 3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark | Mar 26, 2025 | DiagnosticMultimodal Reasoning | CodeCode Available | 1 |
| Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL | Apr 28, 2020 | AllBenchmarking | CodeCode Available | 1 |
| Deep MRI Reconstruction with Radial Subsampling | Aug 17, 2021 | compressed sensingDiagnostic | CodeCode Available | 1 |
| A Diagnostic Study of Explainability Techniques for Text Classification | Sep 25, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| DenoMamba: A fused state-space model for low-dose CT denoising | Sep 19, 2024 | DenoisingDiagnostic | CodeCode Available | 1 |
| C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation | Jun 9, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| 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 |
| BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images | Jul 10, 2021 | ClassificationDiagnostic | CodeCode Available | 1 |
| Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics | Dec 11, 2018 | Diagnostic | CodeCode Available | 1 |
| BrainWave: A Brain Signal Foundation Model for Clinical Applications | Feb 15, 2024 | DiagnosticTransfer Learning | CodeCode Available | 1 |
| Diffusion-Based Electrocardiography Noise Quantification via Anomaly Detection | Jun 13, 2025 | Anomaly DetectionDecision Making | 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 |
| CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images | May 9, 2023 | DiagnosticImage Classification | CodeCode Available | 1 |
