| GCS-ICHNet: Assessment of Intracerebral Hemorrhage Prognosis using Self-Attention with Domain Knowledge Integration | Nov 8, 2023 | ManagementPrognosis | CodeCode Available | 1 | 5 |
| Generative Adversarial Registration for Improved Conditional Deformable Templates | May 7, 2021 | Image RegistrationMedical Image Registration | CodeCode Available | 1 | 5 |
| From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts fromResting-state Functional Connectivity | Aug 7, 2020 | BIG-bench Machine LearningFunctional Connectivity | CodeCode Available | 1 | 5 |
| COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning | Jan 19, 2021 | Decision MakingDiversity | CodeCode Available | 1 | 5 |
| Multi-task pre-training of deep neural networks for digital pathology | May 5, 2020 | General ClassificationMulti-Task Learning | CodeCode Available | 1 | 5 |
| ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise | Oct 17, 2024 | Specificity | CodeCode Available | 1 | 5 |
| AbGPT: De Novo Antibody Design via Generative Language Modeling | Sep 9, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 | 5 |
| 2D medical image synthesis using transformer-based denoising diffusion probabilistic model | May 5, 2023 | DenoisingDiversity | CodeCode Available | 1 | 5 |
| COVID-CAPS: A Capsule Network-based Framework for Identification of COVID-19 cases from X-ray Images | Apr 6, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| Object Segmentation by Mining Cross-Modal Semantics | May 17, 2023 | DecoderObject | CodeCode Available | 1 | 5 |
| Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks | Mar 30, 2021 | Specificity | CodeCode Available | 1 | 5 |
| Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models | Mar 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Cross-Lingual Adaptation using Structural Correspondence Learning | Aug 4, 2010 | ClassificationDomain Adaptation | CodeCode Available | 1 | 5 |
| GaTector: A Unified Framework for Gaze Object Prediction | Dec 7, 2021 | Gaze EstimationGaze Prediction | CodeCode Available | 1 | 5 |
| Generative Design of Physical Objects using Modular Framework | Jul 29, 2022 | Specificity | CodeCode Available | 1 | 5 |
| Personalizing Dialogue Agents: I have a dog, do you have pets too? | Jan 22, 2018 | Conversational Response SelectionDialogue Generation | CodeCode Available | 1 | 5 |
| Fast Interpretable Greedy-Tree Sums | Jan 28, 2022 | Additive modelsDecision Making | CodeCode Available | 1 | 5 |
| Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL | May 26, 2025 | Reinforcement Learning (RL)Specificity | CodeCode Available | 1 | 5 |
| Examining Deployment and Refinement of the VIOLA-AI Intracranial Hemorrhage Model Using an Interactive NeoMedSys Platform | May 14, 2025 | DiagnosticSensitivity | CodeCode Available | 1 | 5 |
| Image prediction of disease progression by style-based manifold extrapolation | Nov 22, 2021 | Generative Adversarial NetworkManagement | CodeCode Available | 1 | 5 |
| A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems | Dec 12, 2023 | Protein Structure PredictionSpecificity | CodeCode Available | 1 | 5 |
| Probability-based Global Cross-modal Upsampling for Pansharpening | Mar 9, 2023 | PansharpeningSpecificity | CodeCode Available | 1 | 5 |
| Federated Learning of Generative Image Priors for MRI Reconstruction | Feb 8, 2022 | Federated LearningMRI Reconstruction | CodeCode Available | 1 | 5 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Deep Learning Approach to Diabetic Retinopathy Detection | Mar 3, 2020 | Deep LearningDiabetic Retinopathy Detection | CodeCode Available | 1 | 5 |
| Deep Learning-based Detection for COVID-19 from Chest CT using Weak Label | Mar 26, 2020 | COVID-19 DiagnosisDeep Learning | CodeCode Available | 1 | 5 |
| EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models | Oct 9, 2020 | Deep Reinforcement LearningEpidemiology | CodeCode Available | 1 | 5 |
| Erasing Conceptual Knowledge from Language Models | Oct 3, 2024 | SpecificityText Generation | CodeCode Available | 1 | 5 |
| Personalized Federated Learning with Adaptive Batchnorm for Healthcare | Dec 1, 2021 | Federated LearningPersonalized Federated Learning | CodeCode Available | 1 | 5 |
| Diffusion Models with Implicit Guidance for Medical Anomaly Detection | Mar 13, 2024 | Anomaly DetectionSpecificity | CodeCode Available | 1 | 5 |
| An electronic neuromorphic system for real-time detection of High Frequency Oscillations (HFOs) in intracranial EEG | Sep 23, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Diverse and Specific Clarification Question Generation with Keywords | Apr 21, 2021 | DiversityQuestion Generation | CodeCode Available | 1 | 5 |
| Anatomical feature-prioritized loss for enhanced MR to CT translation | Oct 14, 2024 | Image GenerationImage Reconstruction | 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 |
| DomainAdaptor: A Novel Approach to Test-time Adaptation | Aug 20, 2023 | SpecificityTest-time Adaptation | CodeCode Available | 1 | 5 |
| ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models | Nov 21, 2023 | Heart rate estimationPhotoplethysmography (PPG) | CodeCode Available | 1 | 5 |
| An Uncertainty-aware Transfer Learning-based Framework for Covid-19 Diagnosis | Jul 26, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| Efficient and Discriminative Image Feature Extraction for Universal Image Retrieval | Sep 20, 2024 | Image RetrievalMetric Learning | CodeCode Available | 1 | 5 |
| Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT | Feb 19, 2020 | COVID-19 Image SegmentationDiagnostic | CodeCode Available | 1 | 5 |
| Evil Geniuses: Delving into the Safety of LLM-based Agents | Nov 20, 2023 | Specificity | CodeCode Available | 1 | 5 |
| Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images | Nov 25, 2020 | Image EnhancementSpecificity | CodeCode Available | 1 | 5 |
| A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis | Dec 17, 2024 | DiagnosticSpecificity | CodeCode Available | 1 | 5 |
| Deep-LIBRA: Artificial intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment | Nov 13, 2020 | Specificity | CodeCode Available | 1 | 5 |
| A Statutory Article Retrieval Dataset in French | Aug 26, 2021 | ArticlesInformation Retrieval | CodeCode Available | 1 | 5 |
| Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers | Nov 13, 2023 | Hallucinationknowledge editing | CodeCode Available | 1 | 5 |
| From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional Connectivity | Aug 7, 2020 | BIG-bench Machine LearningFunctional Connectivity | CodeCode Available | 1 | 5 |
| Aligning Pretraining for Detection via Object-Level Contrastive Learning | Jun 4, 2021 | Contrastive LearningObject | CodeCode Available | 1 | 5 |
| Attack-Aware Noise Calibration for Differential Privacy | Jul 2, 2024 | Privacy PreservingSensitivity | CodeCode Available | 1 | 5 |
| A unified cross-attention model for predicting antigen binding specificity to both HLA and TCR molecules | Apr 8, 2024 | Specificity | CodeCode Available | 1 | 5 |
| Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography | Aug 30, 2017 | Breast Cancer DetectionCancer-no cancer per image classification | CodeCode Available | 1 | 5 |
