| CT-Mamba: A Hybrid Convolutional State Space Model for Low-Dose CT Denoising | Nov 12, 2024 | DenoisingDiagnostic | 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 |
| Phare: A Safety Probe for Large Language Models | May 16, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer | Nov 5, 2021 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images | Apr 20, 2020 | ClusteringDiagnostic | CodeCode Available | 1 |
| CXR-LLAVA: a multimodal large language model for interpreting chest X-ray images | Oct 22, 2023 | DiagnosticLanguage Modeling | 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 |
| 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 |
| DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures | Mar 22, 2018 | Anatomical Landmark DetectionBIG-bench Machine Learning | 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 |
| 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 |
| A Benchmark of Medical Out of Distribution Detection | Jul 8, 2020 | DiagnosticMedical Diagnosis | CodeCode Available | 1 |
| Deep Learning for Automatic Pneumonia Detection | May 28, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Deep MRI Reconstruction with Radial Subsampling | Aug 17, 2021 | compressed sensingDiagnostic | CodeCode Available | 1 |
| Deep Multimodal Guidance for Medical Image Classification | Mar 10, 2022 | Brain Tumor ClassificationClassification | CodeCode Available | 1 |
| ABNIRML: Analyzing the Behavior of Neural IR Models | Nov 2, 2020 | DiagnosticLanguage Modelling | CodeCode Available | 1 |
| Deep Reinforcement Learning for Cost-Effective Medical Diagnosis | Feb 20, 2023 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 |
| Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering | Oct 3, 2021 | counterfactualDiagnostic | CodeCode Available | 1 |
| Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis | Jul 5, 2020 | DiagnosticDomain Adaptation | 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 |
| DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models | May 20, 2025 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics | Dec 11, 2018 | Diagnostic | CodeCode Available | 1 |
| DiffuSETS: 12-lead ECG Generation Conditioned on Clinical Text Reports and Patient-Specific Information | Jan 10, 2025 | BenchmarkingData Augmentation | CodeCode Available | 1 |
| Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis | Nov 17, 2019 | DiagnosticDomain Adaptation | 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 |
| COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning | Sep 28, 2020 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 |
| CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text | Aug 16, 2019 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
| A Deep Learning Approach for COVID-19 & Viral Pneumonia Screening with X-ray Images | Jan 2, 2021 | Diagnostic | CodeCode Available | 1 |
| CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction | Sep 19, 2023 | DiagnosticImage Reconstruction | 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 |
| COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19 | Apr 30, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| Deep Hypergraph U-Net for Brain Graph Embedding and Classification | Aug 30, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| Dr-SAM: An End-to-End Framework for Vascular Segmentation, Diameter Estimation, and Anomaly Detection on Angiography Images | Apr 25, 2024 | Anomaly DetectionDiagnostic | CodeCode Available | 1 |
| Classifying Unstructured Clinical Notes via Automatic Weak Supervision | Jun 24, 2022 | DiagnosticText Classification | CodeCode Available | 1 |
| 3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark | Mar 26, 2025 | DiagnosticMultimodal Reasoning | 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 |
| Classification of Brain Tumours in MR Images using Deep Spatiospatial Models | May 28, 2021 | DiagnosticTumour Classification | CodeCode Available | 1 |
| Classification of 12-lead ECGs: the PhysioNet/ Computing in Cardiology Challenge 2020 | Dec 29, 2020 | DiagnosticECG Classification | CodeCode Available | 1 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning | Dec 20, 2016 | DiagnosticQuestion Answering | 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 |
| CheXpert++: Approximating the CheXpert labeler for Speed,Differentiability, and Probabilistic Output | Jun 26, 2020 | Active LearningDiagnostic | CodeCode Available | 1 |
| Large Scale MRI Collection and Segmentation of Cirrhotic Liver | Oct 6, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | 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 |
| CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios | Oct 4, 2024 | Clinical KnowledgeDiagnostic | CodeCode Available | 1 |
| Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorative Study in Emergency Care | Dec 18, 2023 | Diagnostic | CodeCode Available | 1 |
| CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning | Oct 10, 2019 | DiagnosticObject | CodeCode Available | 1 |
